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ORCIDChristopher D. Manning
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- affiliation: Stanford University, Department of Computer Science, USA
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2020 – today
- 2024
[c310]Harri Rowlands, Gaku Morio, Dylan Tanner, Christopher D. Manning:
Predicting Narratives of Climate Obstruction in Social Media Advertising. ACL (Findings) 2024: 5547-5558- [c309]Andrea Vallebueno, Cassandra Handan-Nader, Christopher D. Manning, Daniel E. Ho:
Statistical Uncertainty in Word Embeddings: GloVe-V. EMNLP 2024: 9032-9047 - [c308]Eric Mitchell, Rafael Rafailov, Archit Sharma, Chelsea Finn, Christopher D. Manning:
An Emulator for Fine-tuning Large Language Models using Small Language Models. ICLR 2024 - [c307]Charlotte Nicks, Eric Mitchell, Rafael Rafailov, Archit Sharma, Christopher D. Manning, Chelsea Finn, Stefano Ermon:
Language Model Detectors Are Easily Optimized Against. ICLR 2024 - [c306]Parth Sarthi, Salman Abdullah, Aditi Tuli, Shubh Khanna, Anna Goldie, Christopher D. Manning:
RAPTOR: Recursive Abstractive Processing for Tree-Organized Retrieval. ICLR 2024 - [c305]Katherine Tian, Eric Mitchell, Huaxiu Yao, Christopher D. Manning, Chelsea Finn:
Fine-Tuning Language Models for Factuality. ICLR 2024 - [c304]Shikhar Murty, Christopher D. Manning, Peter Shaw, Mandar Joshi, Kenton Lee:
BAGEL: Bootstrapping Agents by Guiding Exploration with Language. ICML 2024 - [c303]Gaku Morio, Soh Young In, Jungah Yoon, Harri Rowlands, Christopher D. Manning:
ReportParse: A Unified NLP Tool for Extracting Document Structure and Semantics of Corporate Sustainability Reporting. IJCAI 2024: 8749-8753 - [c302]Md Sazzad Islam
, Moussa Koulako Bala Doumbouya, Christopher D. Manning, Chris Piech:
Handwritten Code Recognition for Pen-and-Paper CS Education. L@S 2024: 200-210 - [c301]Zhengxuan Wu, Atticus Geiger, Aryaman Arora, Jing Huang, Zheng Wang, Noah D. Goodman, Christopher D. Manning, Christopher Potts:
pyvene: A Library for Understanding and Improving PyTorch Models via Interventions. NAACL (Demonstrations) 2024: 158-165 - [i132]Parth Sarthi, Salman Abdullah, Aditi Tuli, Shubh Khanna, Anna Goldie, Christopher D. Manning:
RAPTOR: Recursive Abstractive Processing for Tree-Organized Retrieval. CoRR abs/2401.18059 (2024) - [i131]John Hewitt, Sarah Chen, Lanruo Lora Xie, Edward Adams, Percy Liang, Christopher D. Manning:
Model Editing with Canonical Examples. CoRR abs/2402.06155 (2024) - [i130]Zhengxuan Wu, Atticus Geiger, Aryaman Arora, Jing Huang, Zheng Wang, Noah D. Goodman, Christopher D. Manning, Christopher Potts:
pyvene: A Library for Understanding and Improving PyTorch Models via Interventions. CoRR abs/2403.07809 (2024) - [i129]Shikhar Murty, Christopher D. Manning, Peter Shaw, Mandar Joshi, Kenton Lee:
BAGEL: Bootstrapping Agents by Guiding Exploration with Language. CoRR abs/2403.08140 (2024) - [i128]Elliot Bolton, Abhinav Venigalla, Michihiro Yasunaga, David Hall, Betty Xiong, Tony Lee, Roxana Daneshjou, Jonathan Frankle, Percy Liang, Michael Carbin, Christopher D. Manning:
BioMedLM: A 2.7B Parameter Language Model Trained On Biomedical Text. CoRR abs/2403.18421 (2024) - [i127]Weixin Liang, Yaohui Zhang, Zhengxuan Wu, Haley Lepp, Wenlong Ji, Xuandong Zhao, Hancheng Cao, Sheng Liu, Siyu He, Zhi Huang, Diyi Yang, Christopher Potts, Christopher D. Manning, James Y. Zou:
Mapping the Increasing Use of LLMs in Scientific Papers. CoRR abs/2404.01268 (2024) - [i126]Joel Niklaus, Lucia Zheng, Arya D. McCarthy, Christopher Hahn, Brian M. Rosen, Peter Henderson, Daniel E. Ho, Garrett Honke, Percy Liang, Christopher D. Manning:
FLawN-T5: An Empirical Examination of Effective Instruction-Tuning Data Mixtures for Legal Reasoning. CoRR abs/2404.02127 (2024) - [i125]Zhengxuan Wu, Aryaman Arora, Zheng Wang, Atticus Geiger, Dan Jurafsky, Christopher D. Manning, Christopher Potts:
ReFT: Representation Finetuning for Language Models. CoRR abs/2404.03592 (2024) - [i124]Alexander Shan, John Bauer, Riley Carlson, Christopher D. Manning:
Do "English" Named Entity Recognizers Work Well on Global Englishes? CoRR abs/2404.13465 (2024) - [i123]Elliot Bolton, Betty Xiong, Vijaytha Muralidharan, Joel Schamroth, Vivek Muralidharan, Christopher D. Manning, Roxana Daneshjou:
Assessing The Potential Of Mid-Sized Language Models For Clinical QA. CoRR abs/2404.15894 (2024) - [i122]John Bauer, Chloé Kiddon, Eric Yeh, Alexander Shan, Christopher D. Manning:
Semgrex and Ssurgeon, Searching and Manipulating Dependency Graphs. CoRR abs/2404.16250 (2024) - [i121]Róbert Csordás, Kazuki Irie, Jürgen Schmidhuber, Christopher Potts, Christopher D. Manning:
MoEUT: Mixture-of-Experts Universal Transformers. CoRR abs/2405.16039 (2024) - [i120]Varun Magesh, Faiz Surani, Matthew Dahl, Mirac Suzgun, Christopher D. Manning, Daniel E. Ho:
Hallucination-Free? Assessing the Reliability of Leading AI Legal Research Tools. CoRR abs/2405.20362 (2024) - [i119]Andrea Vallebueno, Cassandra Handan-Nader, Christopher D. Manning, Daniel E. Ho:
Statistical Uncertainty in Word Embeddings: GloVe-V. CoRR abs/2406.12165 (2024) - [i118]Moussa Koulako Bala Doumbouya, Ananjan Nandi, Gabriel Poesia, Davide Ghilardi, Anna Goldie, Federico Bianchi, Dan Jurafsky, Christopher D. Manning:
h4rm3l: A Dynamic Benchmark of Composable Jailbreak Attacks for LLM Safety Assessment. CoRR abs/2408.04811 (2024) - [i117]Md Sazzad Islam, Moussa Koulako Bala Doumbouya, Christopher D. Manning, Chris Piech:
Handwritten Code Recognition for Pen-and-Paper CS Education. CoRR abs/2408.07220 (2024) - [i116]Róbert Csordás, Christopher Potts, Christopher D. Manning, Atticus Geiger:
Recurrent Neural Networks Learn to Store and Generate Sequences using Non-Linear Representations. CoRR abs/2408.10920 (2024) - [i115]John Hewitt, Nelson F. Liu, Percy Liang, Christopher D. Manning:
Instruction Following without Instruction Tuning. CoRR abs/2409.14254 (2024) - [i114]Shikhar Murty, Dzmitry Bahdanau, Christopher D. Manning:
NNetscape Navigator: Complex Demonstrations for Web Agents Without a Demonstrator. CoRR abs/2410.02907 (2024) - [i113]Wenhao Chai, Enxin Song, Yilun Du, Chenlin Meng, Vashisht Madhavan, Omer Bar-Tal, Jeng-Neng Hwang, Saining Xie, Christopher D. Manning:
AuroraCap: Efficient, Performant Video Detailed Captioning and a New Benchmark. CoRR abs/2410.03051 (2024) - [i112]Julie Kallini, Shikhar Murty, Christopher D. Manning, Christopher Potts, Róbert Csordás:
MrT5: Dynamic Token Merging for Efficient Byte-level Language Models. CoRR abs/2410.20771 (2024) - [i111]Ananjan Nandi, Christopher D. Manning, Shikhar Murty:
Sneaking Syntax into Transformer Language Models with Tree Regularization. CoRR abs/2411.18885 (2024) - 2023
- [j23]Zhengxuan Wu, Christopher D. Manning, Christopher Potts:
ReCOGS: How Incidental Details of a Logical Form Overshadow an Evaluation of Semantic Interpretation. Trans. Assoc. Comput. Linguistics 11: 1719-1733 (2023) - [j22]Percy Liang, Rishi Bommasani, Tony Lee, Dimitris Tsipras, Dilara Soylu, Michihiro Yasunaga, Yian Zhang, Deepak Narayanan, Yuhuai Wu, Ananya Kumar, Benjamin Newman, Binhang Yuan, Bobby Yan, Ce Zhang, Christian Cosgrove, Christopher D. Manning, Christopher Ré, Diana Acosta-Navas, Drew A. Hudson, Eric Zelikman, Esin Durmus, Faisal Ladhak, Frieda Rong, Hongyu Ren, Huaxiu Yao, Jue Wang, Keshav Santhanam, Laurel J. Orr, Lucia Zheng, Mert Yüksekgönül, Mirac Suzgun, Nathan Kim, Neel Guha, Niladri S. Chatterji, Omar Khattab, Peter Henderson, Qian Huang, Ryan Chi, Sang Michael Xie, Shibani Santurkar, Surya Ganguli, Tatsunori Hashimoto, Thomas Icard, Tianyi Zhang, Vishrav Chaudhary, William Wang, Xuechen Li, Yifan Mai, Yuhui Zhang, Yuta Koreeda:
Holistic Evaluation of Language Models. Trans. Mach. Learn. Res. 2023 (2023) - [j21]Aarohi Srivastava, Abhinav Rastogi, Abhishek Rao, Abu Awal Md Shoeb, Abubakar Abid, Adam Fisch, Adam R. Brown, Adam Santoro, Aditya Gupta, Adrià Garriga-Alonso, Agnieszka Kluska, Aitor Lewkowycz, Akshat Agarwal, Alethea Power, Alex Ray, Alex Warstadt, Alexander W. Kocurek, Ali Safaya, Ali Tazarv, Alice Xiang, Alicia Parrish, Allen Nie, Aman Hussain, Amanda Askell, Amanda Dsouza, Ambrose Slone, Ameet Rahane, Anantharaman S. Iyer, Anders Andreassen, Andrea Madotto, Andrea Santilli, Andreas Stuhlmüller, Andrew M. Dai, Andrew La, Andrew K. Lampinen, Andy Zou, Angela Jiang, Angelica Chen, Anh Vuong, Animesh Gupta, Anna Gottardi, Antonio Norelli, Anu Venkatesh, Arash Gholamidavoodi, Arfa Tabassum, Arul Menezes, Arun Kirubarajan, Asher Mullokandov, Ashish Sabharwal, Austin Herrick, Avia Efrat, Aykut Erdem, Ayla Karakas, B. Ryan Roberts, Bao Sheng Loe, Barret Zoph, Bartlomiej Bojanowski, Batuhan Özyurt, Behnam Hedayatnia, Behnam Neyshabur, Benjamin Inden, Benno Stein, Berk Ekmekci, Bill Yuchen Lin, Blake Howald, Bryan Orinion, Cameron Diao, Cameron Dour, Catherine Stinson, Cedrick Argueta, Cèsar Ferri Ramírez, Chandan Singh, Charles Rathkopf, Chenlin Meng, Chitta Baral, Chiyu Wu, Chris Callison-Burch, Chris Waites, Christian Voigt, Christopher D. Manning, Christopher Potts, Cindy Ramirez, Clara E. Rivera, Clemencia Siro, Colin Raffel, Courtney Ashcraft, Cristina Garbacea, Damien Sileo, Dan Garrette, Dan Hendrycks, Dan Kilman, Dan Roth, Daniel Freeman, Daniel Khashabi, Daniel Levy, Daniel Moseguí González, Danielle Perszyk, Danny Hernandez, Danqi Chen, Daphne Ippolito, Dar Gilboa, David Dohan, David Drakard, David Jurgens, Debajyoti Datta, Deep Ganguli, Denis Emelin, Denis Kleyko, Deniz Yuret, Derek Chen, Derek Tam, Dieuwke Hupkes, Diganta Misra, Dilyar Buzan, Dimitri Coelho Mollo, Diyi Yang, Dong-Ho Lee, Dylan Schrader, Ekaterina Shutova, Ekin Dogus Cubuk, Elad Segal, Eleanor Hagerman, Elizabeth Barnes, Elizabeth Donoway, Ellie Pavlick, Emanuele Rodolà, Emma Lam, Eric Chu, Eric Tang, Erkut Erdem, Ernie Chang, Ethan A. Chi, Ethan Dyer, Ethan J. Jerzak, Ethan Kim, Eunice Engefu Manyasi, Evgenii Zheltonozhskii, Fanyue Xia, Fatemeh Siar, Fernando Martínez-Plumed, Francesca Happé, François Chollet, Frieda Rong, Gaurav Mishra, Genta Indra Winata, Gerard de Melo, Germán Kruszewski, Giambattista Parascandolo, Giorgio Mariani, Gloria Wang, Gonzalo Jaimovitch-López, Gregor Betz, Guy Gur-Ari, Hana Galijasevic, Hannah Kim, Hannah Rashkin, Hannaneh Hajishirzi, Harsh Mehta, Hayden Bogar, Henry Shevlin, Hinrich Schütze, Hiromu Yakura, Hongming Zhang, Hugh Mee Wong, Ian Ng, Isaac Noble, Jaap Jumelet, Jack Geissinger, Jackson Kernion, Jacob Hilton, Jaehoon Lee, Jaime Fernández Fisac, James B. Simon, James Koppel, James Zheng, James Zou, Jan Kocon, Jana Thompson, Janelle Wingfield, Jared Kaplan, Jarema Radom, Jascha Sohl-Dickstein, Jason Phang, Jason Wei, Jason Yosinski, Jekaterina Novikova, Jelle Bosscher, Jennifer Marsh, Jeremy Kim, Jeroen Taal, Jesse H. Engel, Jesujoba Alabi, Jiacheng Xu, Jiaming Song, Jillian Tang, Joan Waweru, John Burden, John Miller, John U. Balis, Jonathan Batchelder, Jonathan Berant, Jörg Frohberg, Jos Rozen, José Hernández-Orallo, Joseph Boudeman, Joseph Guerr, Joseph Jones, Joshua B. Tenenbaum, Joshua S. Rule, Joyce Chua, Kamil Kanclerz, Karen Livescu, Karl Krauth, Karthik Gopalakrishnan, Katerina Ignatyeva, Katja Markert, Kaustubh D. Dhole, Kevin Gimpel, Kevin Omondi, Kory Mathewson, Kristen Chiafullo, Ksenia Shkaruta, Kumar Shridhar, Kyle McDonell, Kyle Richardson, Laria Reynolds, Leo Gao, Li Zhang, Liam Dugan, Lianhui Qin, Lidia Contreras Ochando, Louis-Philippe Morency, Luca Moschella, Lucas Lam, Lucy Noble, Ludwig Schmidt, Luheng He, Luis Oliveros Colón, Luke Metz, Lütfi Kerem Senel, Maarten Bosma, Maarten Sap, Maartje ter Hoeve, Maheen Farooqi, Manaal Faruqui, Mantas Mazeika, Marco Baturan, Marco Marelli, Marco Maru, María José Ramírez-Quintana, Marie Tolkiehn, Mario Giulianelli, Martha Lewis, Martin Potthast, Matthew L. Leavitt, Matthias Hagen, Mátyás Schubert, Medina Baitemirova, Melody Arnaud, Melvin McElrath, Michael A. Yee, Michael Cohen, Michael Gu, Michael I. Ivanitskiy, Michael Starritt, Michael Strube, Michal Swedrowski, Michele Bevilacqua, Michihiro Yasunaga, Mihir Kale, Mike Cain, Mimee Xu, Mirac Suzgun, Mitch Walker, Mo Tiwari, Mohit Bansal, Moin Aminnaseri, Mor Geva, Mozhdeh Gheini, Mukund Varma T., Nanyun Peng, Nathan A. Chi, Nayeon Lee, Neta Gur-Ari Krakover, Nicholas Cameron, Nicholas Roberts, Nick Doiron, Nicole Martinez, Nikita Nangia, Niklas Deckers, Niklas Muennighoff, Nitish Shirish Keskar, Niveditha Iyer, Noah Constant, Noah Fiedel, Nuan Wen, Oliver Zhang, Omar Agha, Omar Elbaghdadi, Omer Levy, Owain Evans, Pablo Antonio Moreno Casares, Parth Doshi, Pascale Fung, Paul Pu Liang, Paul Vicol, Pegah Alipoormolabashi, Peiyuan Liao, Percy Liang, Peter Chang, Peter Eckersley, Phu Mon Htut, Pinyu Hwang, Piotr Milkowski, Piyush Patil, Pouya Pezeshkpour, Priti Oli, Qiaozhu Mei, Qing Lyu, Qinlang Chen, Rabin Banjade, Rachel Etta Rudolph, Raefer Gabriel, Rahel Habacker, Ramon Risco, Raphaël Millière, Rhythm Garg, Richard Barnes, Rif A. Saurous, Riku Arakawa, Robbe Raymaekers, Robert Frank, Rohan Sikand, Roman Novak, Roman Sitelew, Ronan LeBras, Rosanne Liu, Rowan Jacobs, Rui Zhang, Ruslan Salakhutdinov, Ryan Chi, Ryan Lee, Ryan Stovall, Ryan Teehan, Rylan Yang, Sahib Singh, Saif M. Mohammad, Sajant Anand, Sam Dillavou, Sam Shleifer, Sam Wiseman, Samuel Gruetter, Samuel R. Bowman, Samuel S. Schoenholz, Sanghyun Han, Sanjeev Kwatra, Sarah A. Rous, Sarik Ghazarian, Sayan Ghosh, Sean Casey, Sebastian Bischoff, Sebastian Gehrmann, Sebastian Schuster, Sepideh Sadeghi, Shadi Hamdan, Sharon Zhou, Shashank Srivastava, Sherry Shi, Shikhar Singh, Shima Asaadi, Shixiang Shane Gu, Shubh Pachchigar, Shubham Toshniwal, Shyam Upadhyay, Shyamolima (Shammie) Debnath, Siamak Shakeri, Simon Thormeyer, Simone Melzi, Siva Reddy, Sneha Priscilla Makini, Soo-Hwan Lee, Spencer Torene, Sriharsha Hatwar, Stanislas Dehaene, Stefan Divic, Stefano Ermon, Stella Biderman, Stephanie Lin, Stephen Prasad, Steven T. Piantadosi, Stuart M. Shieber, Summer Misherghi, Svetlana Kiritchenko, Swaroop Mishra, Tal Linzen, Tal Schuster, Tao Li, Tao Yu, Tariq Ali, Tatsu Hashimoto, Te-Lin Wu, Théo Desbordes, Theodore Rothschild, Thomas Phan, Tianle Wang, Tiberius Nkinyili, Timo Schick, Timofei Kornev, Titus Tunduny, Tobias Gerstenberg, Trenton Chang, Trishala Neeraj, Tushar Khot, Tyler Shultz, Uri Shaham, Vedant Misra, Vera Demberg, Victoria Nyamai, Vikas Raunak, Vinay V. Ramasesh, Vinay Uday Prabhu, Vishakh Padmakumar, Vivek Srikumar, William Fedus, William Saunders, William Zhang, Wout Vossen, Xiang Ren, Xiaoyu Tong, Xinran Zhao, Xinyi Wu, Xudong Shen, Yadollah Yaghoobzadeh, Yair Lakretz, Yangqiu Song, Yasaman Bahri, Yejin Choi, Yichi Yang, Yiding Hao, Yifu Chen, Yonatan Belinkov, Yu Hou, Yufang Hou, Yuntao Bai, Zachary Seid, Zhuoye Zhao, Zijian Wang, Zijie J. Wang, Zirui Wang, Ziyi Wu:
Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language models. Trans. Mach. Learn. Res. 2023 (2023) - [c300]Shikhar Murty, Pratyusha Sharma, Jacob Andreas, Christopher D. Manning:
Grokking of Hierarchical Structure in Vanilla Transformers. ACL (2) 2023: 439-448 - [c299]Peng Qi, Nina Du, Christopher D. Manning, Jing Huang:
PragmatiCQA: A Dataset for Pragmatic Question Answering in Conversations. ACL (Findings) 2023: 6175-6191 - [c298]John Hewitt, John Thickstun, Christopher D. Manning, Percy Liang:
Backpack Language Models. ACL (1) 2023: 9103-9125 - [c297]Peter Henderson, Eric Mitchell, Christopher D. Manning, Dan Jurafsky, Chelsea Finn:
Self-Destructing Models: Increasing the Costs of Harmful Dual Uses of Foundation Models. AIES 2023: 287-296 - [c296]Tolúlopé Ògúnrèmí, Dan Jurafsky, Christopher D. Manning:
Mini But Mighty: Efficient Multilingual Pretraining with Linguistically-Informed Data Selection. EACL (Findings) 2023: 1221-1236 - [c295]Shikhar Murty, Pratyusha Sharma, Jacob Andreas, Christopher D. Manning:
Pushdown Layers: Encoding Recursive Structure in Transformer Language Models. EMNLP 2023: 3233-3247 - [c294]Nathan Hu, Eric Mitchell, Christopher D. Manning, Chelsea Finn:
Meta-Learning Online Adaptation of Language Models. EMNLP 2023: 4418-4432 - [c293]Katherine Tian, Eric Mitchell, Allan Zhou, Archit Sharma, Rafael Rafailov, Huaxiu Yao, Chelsea Finn, Christopher D. Manning:
Just Ask for Calibration: Strategies for Eliciting Calibrated Confidence Scores from Language Models Fine-Tuned with Human Feedback. EMNLP 2023: 5433-5442 - [c292]Alexander Shan, John Bauer, Riley Carlson, Christopher D. Manning:
Do "English" Named Entity Recognizers Work Well on Global Englishes? EMNLP (Findings) 2023: 11778-11791 - [c291]Zexuan Zhong, Zhengxuan Wu, Christopher D. Manning, Christopher Potts, Danqi Chen:
MQuAKE: Assessing Knowledge Editing in Language Models via Multi-Hop Questions. EMNLP 2023: 15686-15702 - [c290]Shikhar Murty, Pratyusha Sharma, Jacob Andreas, Christopher D. Manning:
Characterizing intrinsic compositionality in transformers with Tree Projections. ICLR 2023 - [c289]Eric Mitchell, Yoonho Lee, Alexander Khazatsky, Christopher D. Manning, Chelsea Finn:
DetectGPT: Zero-Shot Machine-Generated Text Detection using Probability Curvature. ICML 2023: 24950-24962 - [c288]Gaku Morio, Christopher D. Manning:
An NLP Benchmark Dataset for Assessing Corporate Climate Policy Engagement. NeurIPS 2023 - [c287]Rafael Rafailov, Archit Sharma, Eric Mitchell, Christopher D. Manning, Stefano Ermon, Chelsea Finn:
Direct Preference Optimization: Your Language Model is Secretly a Reward Model. NeurIPS 2023 - [c286]Moussa Doumbouya, Baba Mamadi Diané, Solo Farabado Cissé, Djibrila Diané, Abdoulaye Sow, Séré Moussa Doumbouya, Daouda Bangoura, Fodé Moriba Bayo, Ibrahima Sory 2. Condé, Kalo Mory Diané, Chris Piech, Christopher D. Manning:
Machine Translation for Nko: Tools, Corpora, and Baseline Results. WMT 2023: 312-343 - [i110]Eric Mitchell, Yoonho Lee, Alexander Khazatsky, Christopher D. Manning, Chelsea Finn:
DetectGPT: Zero-Shot Machine-Generated Text Detection using Probability Curvature. CoRR abs/2301.11305 (2023) - [i109]Zhengxuan Wu, Christopher D. Manning, Christopher Potts:
ReCOGS: How Incidental Details of a Logical Form Overshadow an Evaluation of Semantic Interpretation. CoRR abs/2303.13716 (2023) - [i108]Zexuan Zhong, Zhengxuan Wu, Christopher D. Manning, Christopher Potts, Danqi Chen:
MQuAKE: Assessing Knowledge Editing in Language Models via Multi-Hop Questions. CoRR abs/2305.14795 (2023) - [i107]Katherine Tian, Eric Mitchell, Allan Zhou, Archit Sharma, Rafael Rafailov, Huaxiu Yao, Chelsea Finn, Christopher D. Manning:
Just Ask for Calibration: Strategies for Eliciting Calibrated Confidence Scores from Language Models Fine-Tuned with Human Feedback. CoRR abs/2305.14975 (2023) - [i106]Nathan Hu, Eric Mitchell, Christopher D. Manning, Chelsea Finn:
Meta-Learning Online Adaptation of Language Models. CoRR abs/2305.15076 (2023) - [i105]John Hewitt, John Thickstun, Christopher D. Manning, Percy Liang:
Backpack Language Models. CoRR abs/2305.16765 (2023) - [i104]Rafael Rafailov, Archit Sharma, Eric Mitchell, Stefano Ermon, Christopher D. Manning, Chelsea Finn:
Direct Preference Optimization: Your Language Model is Secretly a Reward Model. CoRR abs/2305.18290 (2023) - [i103]Shikhar Murty, Pratyusha Sharma, Jacob Andreas, Christopher D. Manning:
Grokking of Hierarchical Structure in Vanilla Transformers. CoRR abs/2305.18741 (2023) - [i102]Eric Mitchell, Rafael Rafailov, Archit Sharma, Chelsea Finn, Christopher D. Manning:
An Emulator for Fine-Tuning Large Language Models using Small Language Models. CoRR abs/2310.12962 (2023) - [i101]Moussa Koulako Bala Doumbouya, Baba Mamadi Diané, Solo Farabado Cissé, Djibrila Diané, Abdoulaye Sow, Séré Moussa Doumbouya, Daouda Bangoura, Fodé Moriba Bayo, Ibrahima Sory 2. Condé, Kalo Mory Diané, Chris Piech, Christopher D. Manning:
Machine Translation for Nko: Tools, Corpora and Baseline Results. CoRR abs/2310.15612 (2023) - [i100]Shikhar Murty, Pratyusha Sharma, Jacob Andreas, Christopher D. Manning:
Pushdown Layers: Encoding Recursive Structure in Transformer Language Models. CoRR abs/2310.19089 (2023) - [i99]Katherine Tian, Eric Mitchell, Huaxiu Yao, Christopher D. Manning, Chelsea Finn:
Fine-tuning Language Models for Factuality. CoRR abs/2311.08401 (2023) - [i98]Tolúlopé Ògúnrèmí, Christopher D. Manning, Dan Jurafsky:
Multilingual self-supervised speech representations improve the speech recognition of low-resource African languages with codeswitching. CoRR abs/2311.15077 (2023) - 2022
- [c285]Yibing Du, Antoine Bosselut, Christopher D. Manning:
Synthetic Disinformation Attacks on Automated Fact Verification Systems. AAAI 2022: 10581-10589 - [c284]Eric Mitchell, Joseph J. Noh, Siyan Li, William S. Armstrong, Ananth Agarwal, Patrick Liu, Chelsea Finn, Christopher D. Manning:
Enhancing Self-Consistency and Performance of Pre-Trained Language Models through Natural Language Inference. EMNLP 2022: 1754-1768 - [c283]Haejun Lee, Akhil Kedia, Jongwon Lee, Ashwin Paranjape, Christopher D. Manning, Kyoung-Gu Woo:
You Only Need One Model for Open-domain Question Answering. EMNLP 2022: 3047-3060 - [c282]John Hewitt, Christopher D. Manning, Percy Liang:
Truncation Sampling as Language Model Desmoothing. EMNLP (Findings) 2022: 3414-3427 - [c281]Xinran Zhao, Shikhar Murty, Christopher D. Manning:
On Measuring the Intrinsic Few-Shot Hardness of Datasets. EMNLP 2022: 3955-3963 - [c280]Ruth-Ann Armstrong, John Hewitt, Christopher D. Manning:
JamPatoisNLI: A Jamaican Patois Natural Language Inference Dataset. EMNLP (Findings) 2022: 5307-5320 - [c279]Derek Chong, Jenny Hong, Christopher D. Manning:
Detecting Label Errors by Using Pre-Trained Language Models. EMNLP 2022: 9074-9091 - [c278]Shikhar Murty, Christopher D. Manning, Scott M. Lundberg, Marco Túlio Ribeiro:
Fixing Model Bugs with Natural Language Patches. EMNLP 2022: 11600-11613 - [c277]Xikun Zhang, Antoine Bosselut, Michihiro Yasunaga, Hongyu Ren, Percy Liang, Christopher D. Manning, Jure Leskovec:
GreaseLM: Graph REASoning Enhanced Language Models. ICLR 2022 - [c276]Eric Mitchell, Charles Lin, Antoine Bosselut, Chelsea Finn, Christopher D. Manning:
Fast Model Editing at Scale. ICLR 2022 - [c275]Ashwin Paranjape, Omar Khattab, Christopher Potts, Matei Zaharia, Christopher D. Manning:
Hindsight: Posterior-guided training of retrievers for improved open-ended generation. ICLR 2022 - [c274]Eric Mitchell, Charles Lin, Antoine Bosselut, Christopher D. Manning, Chelsea Finn:
Memory-Based Model Editing at Scale. ICML 2022: 15817-15831 - [c273]Yuhao Zhang, Hang Jiang, Yasuhide Miura, Christopher D. Manning, Curtis P. Langlotz:
Contrastive Learning of Medical Visual Representations from Paired Images and Text. MLHC 2022: 2-25 - [c272]Peter Henderson, Mark S. Krass, Lucia Zheng, Neel Guha, Christopher D. Manning, Dan Jurafsky, Daniel E. Ho:
Pile of Law: Learning Responsible Data Filtering from the Law and a 256GB Open-Source Legal Dataset. NeurIPS 2022 - [c271]Michihiro Yasunaga, Antoine Bosselut, Hongyu Ren, Xikun Zhang, Christopher D. Manning, Percy Liang, Jure Leskovec:
Deep Bidirectional Language-Knowledge Graph Pretraining. NeurIPS 2022 - [c270]Siyan Li, Ashwin Paranjape, Christopher D. Manning:
When can I Speak? Predicting initiation points for spoken dialogue agents. SIGDIAL 2022: 217-224 - [c269]Ethan A. Chi, Ashwin Paranjape, Abigail See, Caleb Chiam, Trenton Chang, Kathleen Kenealy, Swee Kiat Lim, Amelia Hardy, Chetanya Rastogi, Haojun Li, Alexander Iyabor, Yutong He, Hari Sowrirajan, Peng Qi, Kaushik Ram Sadagopan, Nguyet Minh Phu, Dilara Soylu, Jillian Tang, Avanika Narayan, Giovanni Campagna, Christopher D. Manning:
Neural Generation Meets Real People: Building a Social, Informative Open-Domain Dialogue Agent. SIGDIAL 2022: 376-395 - [i97]Xikun Zhang, Antoine Bosselut, Michihiro Yasunaga, Hongyu Ren, Percy Liang, Christopher D. Manning, Jure Leskovec:
GreaseLM: Graph REASoning Enhanced Language Models for Question Answering. CoRR abs/2201.08860 (2022) - [i96]Yibing Du, Antoine Bosselut, Christopher D. Manning:
Synthetic Disinformation Attacks on Automated Fact Verification Systems. CoRR abs/2202.09381 (2022) - [i95]Derek Chong, Jenny Hong, Christopher D. Manning:
Detecting Label Errors using Pre-Trained Language Models. CoRR abs/2205.12702 (2022) - [i94]Aarohi Srivastava, Abhinav Rastogi, Abhishek Rao, Abu Awal Md Shoeb, Abubakar Abid, Adam Fisch, Adam R. Brown, Adam Santoro, Aditya Gupta, Adrià Garriga-Alonso, Agnieszka Kluska, Aitor Lewkowycz, Akshat Agarwal, Alethea Power, Alex Ray, Alex Warstadt, Alexander W. Kocurek, Ali Safaya, Ali Tazarv, Alice Xiang, Alicia Parrish, Allen Nie, Aman Hussain, Amanda Askell, Amanda Dsouza, Ambrose Slone, Ameet Rahane, Anantharaman S. Iyer, Anders Andreassen, Andrea Madotto, Andrea Santilli, Andreas Stuhlmüller, Andrew M. Dai, Andrew La, Andrew K. Lampinen, Andy Zou, Angela Jiang, Angelica Chen, Anh Vuong, Animesh Gupta, Anna Gottardi, Antonio Norelli, Anu Venkatesh, Arash Gholamidavoodi, Arfa Tabassum, Arul Menezes, Arun Kirubarajan, Asher Mullokandov, Ashish Sabharwal, Austin Herrick, Avia Efrat, Aykut Erdem, Ayla Karakas, B. Ryan Roberts, Bao Sheng Loe, Barret Zoph, Bartlomiej Bojanowski, Batuhan Özyurt, Behnam Hedayatnia, Behnam Neyshabur, Benjamin Inden, Benno Stein, Berk Ekmekci, Bill Yuchen Lin, Blake Howald, Bryan Orinion, Cameron Diao, Cameron Dour, Catherine Stinson, Cedrick Argueta, Cèsar Ferri Ramírez, Chandan Singh, Charles Rathkopf, Chenlin Meng, Chitta Baral, Chiyu Wu, Chris Callison-Burch, Chris Waites, Christian Voigt, Christopher D. Manning, Christopher Potts, Cindy Ramirez, Clara E. Rivera, Clemencia Siro, Colin Raffel, Courtney Ashcraft, Cristina Garbacea, Damien Sileo, Dan Garrette, Dan Hendrycks, Dan Kilman, Dan Roth, Daniel Freeman, Daniel Khashabi, Daniel Levy, Daniel Moseguí González, Danielle Perszyk, Danny Hernandez, Danqi Chen, Daphne Ippolito, Dar Gilboa, David Dohan, David Drakard, David Jurgens, Debajyoti Datta, Deep Ganguli, Denis Emelin, Denis Kleyko, Deniz Yuret, Derek Chen, Derek Tam, Dieuwke Hupkes, Diganta Misra, Dilyar Buzan, Dimitri Coelho Mollo, Diyi Yang, Dong-Ho Lee, Dylan Schrader, Ekaterina Shutova, Ekin Dogus Cubuk, Elad Segal, Eleanor Hagerman, Elizabeth Barnes, Elizabeth Donoway, Ellie Pavlick, Emanuele Rodolà, Emma Lam, Eric Chu, Eric Tang, Erkut Erdem, Ernie Chang, Ethan A. Chi, Ethan Dyer, Ethan J. Jerzak, Ethan Kim, Eunice Engefu Manyasi, Evgenii Zheltonozhskii, Fanyue Xia, Fatemeh Siar, Fernando Martínez-Plumed, Francesca Happé, François Chollet, Frieda Rong, Gaurav Mishra, Genta Indra Winata, Gerard de Melo, Germán Kruszewski, Giambattista Parascandolo, Giorgio Mariani, Gloria Wang, Gonzalo Jaimovitch-López, Gregor Betz, Guy Gur-Ari, Hana Galijasevic, Hannah Kim, Hannah Rashkin, Hannaneh Hajishirzi, Harsh Mehta, Hayden Bogar, Henry Shevlin, Hinrich Schütze, Hiromu Yakura, Hongming Zhang, Hugh Mee Wong, Ian Ng, Isaac Noble, Jaap Jumelet, Jack Geissinger, Jackson Kernion, Jacob Hilton, Jaehoon Lee, Jaime Fernández Fisac, James B. Simon, James Koppel, James Zheng, James Zou, Jan Kocon, Jana Thompson, Janelle Wingfield, Jared Kaplan, Jarema Radom, Jascha Sohl-Dickstein, Jason Phang, Jason Wei, Jason Yosinski, Jekaterina Novikova, Jelle Bosscher, Jennifer Marsh, Jeremy Kim, Jeroen Taal, Jesse H. Engel, Jesujoba Alabi, Jiacheng Xu, Jiaming Song, Jillian Tang, Joan Waweru, John Burden, John Miller, John U. Balis, Jonathan Batchelder, Jonathan Berant, Jörg Frohberg, Jos Rozen, José Hernández-Orallo, Joseph Boudeman, Joseph Guerr, Joseph Jones, Joshua B. Tenenbaum, Joshua S. Rule, Joyce Chua, Kamil Kanclerz, Karen Livescu, Karl Krauth, Karthik Gopalakrishnan, Katerina Ignatyeva, Katja Markert, Kaustubh D. Dhole, Kevin Gimpel, Kevin Omondi, Kory Mathewson, Kristen Chiafullo, Ksenia Shkaruta, Kumar Shridhar, Kyle McDonell, Kyle Richardson, Laria Reynolds, Leo Gao, Li Zhang, Liam Dugan, Lianhui Qin, Lidia Contreras Ochando, Louis-Philippe Morency, Luca Moschella, Lucas Lam, Lucy Noble, Ludwig Schmidt, Luheng He, Luis Oliveros Colón, Luke Metz, Lütfi Kerem Senel, Maarten Bosma, Maarten Sap, Maartje ter Hoeve, Maheen Farooqi, Manaal Faruqui, Mantas Mazeika, Marco Baturan, Marco Marelli, Marco Maru, María José Ramírez-Quintana, Marie Tolkiehn, Mario Giulianelli, Martha Lewis, Martin Potthast, Matthew L. Leavitt, Matthias Hagen, Mátyás Schubert, Medina Baitemirova, Melody Arnaud, Melvin McElrath, Michael A. Yee, Michael Cohen, Michael Gu, Michael I. Ivanitskiy, Michael Starritt, Michael Strube, Michal Swedrowski, Michele Bevilacqua, Michihiro Yasunaga, Mihir Kale, Mike Cain, Mimee Xu, Mirac Suzgun, Mitch Walker, Mo Tiwari, Mohit Bansal, Moin Aminnaseri, Mor Geva, Mozhdeh Gheini, Mukund Varma T., Nanyun Peng, Nathan A. Chi, Nayeon Lee, Neta Gur-Ari Krakover, Nicholas Cameron, Nicholas Roberts, Nick Doiron, Nicole Martinez, Nikita Nangia, Niklas Deckers, Niklas Muennighoff, Nitish Shirish Keskar, Niveditha Iyer, Noah Constant, Noah Fiedel, Nuan Wen, Oliver Zhang, Omar Agha, Omar Elbaghdadi, Omer Levy, Owain Evans, Pablo Antonio Moreno Casares, Parth Doshi, Pascale Fung, Paul Pu Liang, Paul Vicol, Pegah Alipoormolabashi, Peiyuan Liao, Percy Liang, Peter Chang, Peter Eckersley, Phu Mon Htut, Pinyu Hwang, Piotr Milkowski, Piyush Patil, Pouya Pezeshkpour, Priti Oli, Qiaozhu Mei, Qing Lyu, Qinlang Chen, Rabin Banjade, Rachel Etta Rudolph, Raefer Gabriel, Rahel Habacker, Ramon Risco, Raphaël Millière, Rhythm Garg, Richard Barnes, Rif A. Saurous, Riku Arakawa, Robbe Raymaekers, Robert Frank, Rohan Sikand, Roman Novak, Roman Sitelew, Ronan LeBras, Rosanne Liu, Rowan Jacobs, Rui Zhang, Ruslan Salakhutdinov, Ryan Chi, Ryan Lee, Ryan Stovall, Ryan Teehan, Rylan Yang, Sahib Singh, Saif M. Mohammad, Sajant Anand, Sam Dillavou, Sam Shleifer, Sam Wiseman, Samuel Gruetter, Samuel R. Bowman, Samuel S. Schoenholz, Sanghyun Han, Sanjeev Kwatra, Sarah A. Rous, Sarik Ghazarian, Sayan Ghosh, Sean Casey, Sebastian Bischoff, Sebastian Gehrmann, Sebastian Schuster, Sepideh Sadeghi, Shadi Hamdan, Sharon Zhou, Shashank Srivastava, Sherry Shi, Shikhar Singh, Shima Asaadi, Shixiang Shane Gu, Shubh Pachchigar, Shubham Toshniwal, Shyam Upadhyay, Shyamolima (Shammie) Debnath, Siamak Shakeri, Simon Thormeyer, Simone Melzi, Siva Reddy, Sneha Priscilla Makini, Soo-Hwan Lee, Spencer Torene, Sriharsha Hatwar, Stanislas Dehaene, Stefan Divic, Stefano Ermon, Stella Biderman, Stephanie Lin, Stephen Prasad, Steven T. Piantadosi, Stuart M. Shieber, Summer Misherghi, Svetlana Kiritchenko, Swaroop Mishra, Tal Linzen, Tal Schuster, Tao Li, Tao Yu, Tariq Ali, Tatsu Hashimoto, Te-Lin Wu, Théo Desbordes, Theodore Rothschild, Thomas Phan, Tianle Wang, Tiberius Nkinyili, Timo Schick, Timofei Kornev, Titus Tunduny, Tobias Gerstenberg, Trenton Chang, Trishala Neeraj, Tushar Khot, Tyler Shultz, Uri Shaham, Vedant Misra, Vera Demberg, Victoria Nyamai, Vikas Raunak, Vinay V. Ramasesh, Vinay Uday Prabhu, Vishakh Padmakumar, Vivek Srikumar, William Fedus, William Saunders, William Zhang, Wout Vossen, Xiang Ren, Xiaoyu Tong, Xinran Zhao, Xinyi Wu, Xudong Shen, Yadollah Yaghoobzadeh, Yair Lakretz, Yangqiu Song, Yasaman Bahri, Yejin Choi, Yichi Yang, Yiding Hao, Yifu Chen, Yonatan Belinkov, Yu Hou, Yufang Hou, Yuntao Bai, Zachary Seid, Zhuoye Zhao, Zijian Wang, Zijie J. Wang, Zirui Wang, Ziyi Wu:
Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language models. CoRR abs/2206.04615 (2022) - [i93]Eric Mitchell, Charles Lin, Antoine Bosselut, Christopher D. Manning, Chelsea Finn:
Memory-Based Model Editing at Scale. CoRR abs/2206.06520 (2022) - [i92]Peter Henderson, Mark S. Krass, Lucia Zheng, Neel Guha, Christopher D. Manning, Dan Jurafsky, Daniel E. Ho:
Pile of Law: Learning Responsible Data Filtering from the Law and a 256GB Open-Source Legal Dataset. CoRR abs/2207.00220 (2022) - [i91]Ethan A. Chi, Ashwin Paranjape, Abigail See, Caleb Chiam, Kathleen Kenealy, Swee Kiat Lim, Amelia Hardy, Chetanya Rastogi, Haojun Li, Alexander Iyabor, Yutong He, Hari Sowrirajan, Peng Qi, Kaushik Ram Sadagopan, Nguyet Minh Phu, Dilara Soylu, Jillian Tang, Avanika Narayan, Giovanni Campagna, Christopher D. Manning:
Neural Generation Meets Real People: Building a Social, Informative Open-Domain Dialogue Agent. CoRR abs/2207.12021 (2022) - [i90]Siyan Li, Ashwin Paranjape, Christopher D. Manning:
When can I Speak? Predicting initiation points for spoken dialogue agents. CoRR abs/2208.03812 (2022) - [i89]Michihiro Yasunaga, Antoine Bosselut, Hongyu Ren, Xikun Zhang, Christopher D. Manning, Percy Liang, Jure Leskovec:
Deep Bidirectional Language-Knowledge Graph Pretraining. CoRR abs/2210.09338 (2022) - [i88]John Hewitt, Christopher D. Manning, Percy Liang:
Truncation Sampling as Language Model Desmoothing. CoRR abs/2210.15191 (2022) - [i87]Shikhar Murty, Pratyusha Sharma, Jacob Andreas, Christopher D. Manning:
Characterizing Intrinsic Compositionality in Transformers with Tree Projections. CoRR abs/2211.01288 (2022) - [i86]Shikhar Murty, Christopher D. Manning, Scott M. Lundberg, Marco Túlio Ribeiro:
Fixing Model Bugs with Natural Language Patches. CoRR abs/2211.03318 (2022) - [i85]Percy Liang, Rishi Bommasani, Tony Lee, Dimitris Tsipras, Dilara Soylu, Michihiro Yasunaga, Yian Zhang, Deepak Narayanan, Yuhuai Wu, Ananya Kumar, Benjamin Newman, Binhang Yuan, Bobby Yan, Ce Zhang, Christian Cosgrove, Christopher D. Manning, Christopher Ré, Diana Acosta-Navas, Drew A. Hudson, Eric Zelikman, Esin Durmus, Faisal Ladhak, Frieda Rong, Hongyu Ren, Huaxiu Yao, Jue Wang, Keshav Santhanam, Laurel J. Orr, Lucia Zheng, Mert Yüksekgönül, Mirac Suzgun, Nathan Kim, Neel Guha, Niladri S. Chatterji, Omar Khattab, Peter Henderson, Qian Huang, Ryan Chi, Sang Michael Xie, Shibani Santurkar, Surya Ganguli, Tatsunori Hashimoto, Thomas Icard, Tianyi Zhang, Vishrav Chaudhary, William Wang, Xuechen Li, Yifan Mai, Yuhui Zhang, Yuta Koreeda:
Holistic Evaluation of Language Models. CoRR abs/2211.09110 (2022) - [i84]Xinran Zhao, Shikhar Murty, Christopher D. Manning:
On Measuring the Intrinsic Few-Shot Hardness of Datasets. CoRR abs/2211.09113 (2022) - [i83]Eric Mitchell, Joseph J. Noh, Siyan Li, William S. Armstrong, Ananth Agarwal, Patrick Liu, Chelsea Finn, Christopher D. Manning:
Enhancing Self-Consistency and Performance of Pre-Trained Language Models through Natural Language Inference. CoRR abs/2211.11875 (2022) - [i82]Eric Mitchell, Peter Henderson, Christopher D. Manning, Dan Jurafsky, Chelsea Finn:
Self-Destructing Models: Increasing the Costs of Harmful Dual Uses in Foundation Models. CoRR abs/2211.14946 (2022) - [i81]Ruth-Ann Armstrong, John Hewitt, Christopher D. Manning:
JamPatoisNLI: A Jamaican Patois Natural Language Inference Dataset. CoRR abs/2212.03419 (2022) - 2021
- [j20]Marie-Catherine de Marneffe, Christopher D. Manning, Joakim Nivre, Daniel Zeman:
Universal Dependencies. Comput. Linguistics 47(2): 255-308 (2021) - [j19]Yuhao Zhang, Yuhui Zhang, Peng Qi, Christopher D. Manning, Curtis P. Langlotz:
Biomedical and clinical English model packages for the Stanza Python NLP library. J. Am. Medical Informatics Assoc. 28(9): 1892-1899 (2021) - [c268]Eric Mitchell, Chelsea Finn, Christopher D. Manning:
Challenges of Acquiring Compositional Inductive Biases via Meta-Learning. MetaDL@AAAI 2021: 138-148 - [c267]Siddharth Karamcheti, Ranjay Krishna, Li Fei-Fei, Christopher D. Manning:
Mind Your Outliers! Investigating the Negative Impact of Outliers on Active Learning for Visual Question Answering. ACL/IJCNLP (1) 2021: 7265-7281 - [c266]Yuta Koreeda, Christopher D. Manning:
Capturing Logical Structure of Visually Structured Documents with Multimodal Transition Parser. NLLP@EMNLP 2021: 144-154 - [c265]Jenny Hong, Derek Chong, Christopher D. Manning:
Learning from Limited Labels for Long Legal Dialogue. NLLP@EMNLP 2021: 190-204 - [c264]John Hewitt, Kawin Ethayarajh, Percy Liang, Christopher D. Manning:
Conditional probing: measuring usable information beyond a baseline. EMNLP (1) 2021: 1626-1639 - [c263]Yuta Koreeda, Christopher D. Manning:
ContractNLI: A Dataset for Document-level Natural Language Inference for Contracts. EMNLP (Findings) 2021: 1907-1919 - [c262]Peng Qi, Haejun Lee, Tg Sido, Christopher D. Manning:
Answering Open-Domain Questions of Varying Reasoning Steps from Text. EMNLP (1) 2021: 3599-3614 - [c261]Ashwin Paranjape, Christopher D. Manning:
Human-like informative conversations: Better acknowledgements using conditional mutual information. NAACL-HLT 2021: 768-781 - [c260]Shikhar Murty, Tatsunori Hashimoto, Christopher D. Manning:
DReCa: A General Task Augmentation Strategy for Few-Shot Natural Language Inference. NAACL-HLT 2021: 1113-1125 - [c259]Abigail See, Christopher D. Manning:
Understanding and predicting user dissatisfaction in a neural generative chatbot. SIGDIAL 2021: 1-12 - [c258]Amelia Hardy, Ashwin Paranjape, Christopher D. Manning:
Effective Social Chatbot Strategies for Increasing User Initiative. SIGDIAL 2021: 99-110 - [c257]Haojun Li, Dilara Soylu, Christopher D. Manning:
Large-Scale Quantitative Evaluation of Dialogue Agents' Response Strategies against Offensive Users. SIGDIAL 2021: 556-561 - [i80]Ashwin Paranjape, Christopher D. Manning:
Human-like informative conversations: Better acknowledgements using conditional mutual information. CoRR abs/2104.07831 (2021) - [i79]Yuta Koreeda, Christopher D. Manning:
Capturing Logical Structure of Visually Structured Documents with Multimodal Transition Parser. CoRR abs/2105.00150 (2021) - [i78]Siddharth Karamcheti, Ranjay Krishna, Li Fei-Fei, Christopher D. Manning:
Mind Your Outliers! Investigating the Negative Impact of Outliers on Active Learning for Visual Question Answering. CoRR abs/2107.02331 (2021) - [i77]Kaylee Burns, Christopher D. Manning, Li Fei-Fei:
Neural Abstructions: Abstractions that Support Construction for Grounded Language Learning. CoRR abs/2107.09285 (2021) - [i76]John Hewitt, Kawin Ethayarajh, Percy Liang, Christopher D. Manning:
Conditional probing: measuring usable information beyond a baseline. CoRR abs/2109.09234 (2021) - [i75]Yuta Koreeda, Christopher D. Manning:
ContractNLI: A Dataset for Document-level Natural Language Inference for Contracts. CoRR abs/2110.01799 (2021) - [i74]Ashwin Paranjape, Omar Khattab, Christopher Potts, Matei Zaharia, Christopher D. Manning:
Hindsight: Posterior-guided training of retrievers for improved open-ended generation. CoRR abs/2110.07752 (2021) - [i73]Eric Mitchell, Charles Lin, Antoine Bosselut, Chelsea Finn, Christopher D. Manning:
Fast Model Editing at Scale. CoRR abs/2110.11309 (2021) - [i72]Haejun Lee, Akhil Kedia, Jongwon Lee, Ashwin Paranjape, Christopher D. Manning, Kyoung-Gu Woo:
You Only Need One Model for Open-domain Question Answering. CoRR abs/2112.07381 (2021) - 2020
- [j18]Christopher D. Manning, Kevin Clark, John Hewitt, Urvashi Khandelwal, Omer Levy:
Emergent linguistic structure in artificial neural networks trained by self-supervision. Proc. Natl. Acad. Sci. USA 117(48): 30046-30054 (2020) - [c256]Peng Qi, Yuhao Zhang, Yuhui Zhang, Jason Bolton, Christopher D. Manning:
Stanza: A Python Natural Language Processing Toolkit for Many Human Languages. ACL (demo) 2020: 101-108 - [c255]Kaustubh D. Dhole, Christopher D. Manning:
Syn-QG: Syntactic and Shallow Semantic Rules for Question Generation. ACL 2020: 752-765 - [c254]Yuhao Zhang, Derek Merck, Emily Bao Tsai, Christopher D. Manning, Curtis P. Langlotz:
Optimizing the Factual Correctness of a Summary: A Study of Summarizing Radiology Reports. ACL 2020: 5108-5120 - [c253]Ethan A. Chi, John Hewitt, Christopher D. Manning:
Finding Universal Grammatical Relations in Multilingual BERT. ACL 2020: 5564-5577 - [c252]Benjamin Newman, John Hewitt, Percy Liang, Christopher D. Manning:
The EOS Decision and Length Extrapolation. BlackboxNLP@EMNLP 2020: 276-291 - [c251]Peng Qi, Yuhao Zhang, Christopher D. Manning:
Stay Hungry, Stay Focused: Generating Informative and Specific Questions in Information-Seeking Conversations. EMNLP (Findings) 2020: 25-40 - [c250]Kevin Clark, Minh-Thang Luong, Quoc V. Le, Christopher D. Manning:
Pre-Training Transformers as Energy-Based Cloze Models. EMNLP (1) 2020: 285-294 - [c249]Haejun Lee, Drew A. Hudson, Kangwook Lee, Christopher D. Manning:
SLM: Learning a Discourse Language Representation with Sentence Unshuffling. EMNLP (1) 2020: 1551-1562 - [c248]John Hewitt, Michael Hahn, Surya Ganguli, Percy Liang, Christopher D. Manning:
RNNs can generate bounded hierarchical languages with optimal memory. EMNLP (1) 2020: 1978-2010 - [c247]Kevin Clark, Minh-Thang Luong, Quoc V. Le, Christopher D. Manning:
ELECTRA: Pre-training Text Encoders as Discriminators Rather Than Generators. ICLR 2020 - [c246]Joakim Nivre, Marie-Catherine de Marneffe, Filip Ginter, Jan Hajic, Christopher D. Manning, Sampo Pyysalo, Sebastian Schuster, Francis M. Tyers, Daniel Zeman:
Universal Dependencies v2: An Evergrowing Multilingual Treebank Collection. LREC 2020: 4034-4043 - [i71]Peng Qi, Yuhao Zhang, Yuhui Zhang, Jason Bolton, Christopher D. Manning:
Stanza: A Python Natural Language Processing Toolkit for Many Human Languages. CoRR abs/2003.07082 (2020) - [i70]Kevin Clark, Minh-Thang Luong, Quoc V. Le, Christopher D. Manning:
ELECTRA: Pre-training Text Encoders as Discriminators Rather Than Generators. CoRR abs/2003.10555 (2020) - [i69]Daniel Ramage, Christopher D. Manning, Daniel A. McFarland:
Mapping Three Decades of Intellectual Change in Academia. CoRR abs/2004.01291 (2020) - [i68]Kaustubh D. Dhole, Christopher D. Manning:
Syn-QG: Syntactic and Shallow Semantic Rules for Question Generation. CoRR abs/2004.08694 (2020) - [i67]Joakim Nivre, Marie-Catherine de Marneffe, Filip Ginter, Jan Hajic, Christopher D. Manning, Sampo Pyysalo, Sebastian Schuster, Francis M. Tyers, Daniel Zeman:
Universal Dependencies v2: An Evergrowing Multilingual Treebank Collection. CoRR abs/2004.10643 (2020) - [i66]Peng Qi, Yuhao Zhang, Christopher D. Manning:
Stay Hungry, Stay Focused: Generating Informative and Specific Questions in Information-Seeking Conversations. CoRR abs/2004.14530 (2020) - [i65]Ethan A. Chi, John Hewitt, Christopher D. Manning:
Finding Universal Grammatical Relations in Multilingual BERT. CoRR abs/2005.04511 (2020) - [i64]Harm de Vries, Dzmitry Bahdanau, Christopher D. Manning:
Towards Ecologically Valid Research on Language User Interfaces. CoRR abs/2007.14435 (2020) - [i63]Yuhao Zhang, Yuhui Zhang, Peng Qi, Christopher D. Manning, Curtis P. Langlotz:
Biomedical and Clinical English Model Packages in the Stanza Python NLP Library. CoRR abs/2007.14640 (2020) - [i62]Ashwin Paranjape, Abigail See, Kathleen Kenealy, Haojun Li, Amelia Hardy, Peng Qi, Kaushik Ram Sadagopan, Nguyet Minh Phu, Dilara Soylu, Christopher D. Manning:
Neural Generation Meets Real People: Towards Emotionally Engaging Mixed-Initiative Conversations. CoRR abs/2008.12348 (2020) - [i61]Yuhao Zhang, Hang Jiang, Yasuhide Miura, Christopher D. Manning, Curtis P. Langlotz:
Contrastive Learning of Medical Visual Representations from Paired Images and Text. CoRR abs/2010.00747 (2020) - [i60]Benjamin Newman, John Hewitt, Percy Liang, Christopher D. Manning:
The EOS Decision and Length Extrapolation. CoRR abs/2010.07174 (2020) - [i59]John Hewitt, Michael Hahn, Surya Ganguli, Percy Liang, Christopher D. Manning:
RNNs can generate bounded hierarchical languages with optimal memory. CoRR abs/2010.07515 (2020) - [i58]Peng Qi, Haejun Lee, Oghenetegiri "TG" Sido, Christopher D. Manning:
Retrieve, Rerank, Read, then Iterate: Answering Open-Domain Questions of Arbitrary Complexity from Text. CoRR abs/2010.12527 (2020) - [i57]Haejun Lee, Drew A. Hudson, Kangwook Lee, Christopher D. Manning:
SLM: Learning a Discourse Language Representation with Sentence Unshuffling. CoRR abs/2010.16249 (2020) - [i56]Kevin Clark, Minh-Thang Luong, Quoc V. Le, Christopher D. Manning:
Pre-Training Transformers as Energy-Based Cloze Models. CoRR abs/2012.08561 (2020)
2010 – 2019
- 2019
- [j17]Siva Reddy, Danqi Chen, Christopher D. Manning:
CoQA: A Conversational Question Answering Challenge. Trans. Assoc. Comput. Linguistics 7: 249-266 (2019) - [c245]Kevin Clark, Minh-Thang Luong, Urvashi Khandelwal, Christopher D. Manning, Quoc V. Le:
BAM! Born-Again Multi-Task Networks for Natural Language Understanding. ACL (1) 2019: 5931-5937 - [c244]Kevin Clark, Urvashi Khandelwal, Omer Levy, Christopher D. Manning:
What Does BERT Look at? An Analysis of BERT's Attention. BlackboxNLP@ACL 2019: 276-286 - [c243]Abigail See, Aneesh Pappu, Rohun Saxena, Akhila Yerukola, Christopher D. Manning:
Do Massively Pretrained Language Models Make Better Storytellers? CoNLL 2019: 843-861 - [c242]Drew A. Hudson, Christopher D. Manning:
GQA: A New Dataset for Real-World Visual Reasoning and Compositional Question Answering. CVPR 2019: 6700-6709 - [c241]Peng Qi, Xiaowen Lin, Leo Mehr, Zijian Wang, Christopher D. Manning:
Answering Complex Open-domain Questions Through Iterative Query Generation. EMNLP/IJCNLP (1) 2019: 2590-2602 - [c240]John Hewitt, Christopher D. Manning:
A Structural Probe for Finding Syntax in Word Representations. NAACL-HLT (1) 2019: 4129-4138 - [c239]Drew A. Hudson, Christopher D. Manning:
Learning by Abstraction: The Neural State Machine. NeurIPS 2019: 5901-5914 - [i55]Peng Qi, Timothy Dozat, Yuhao Zhang, Christopher D. Manning:
Universal Dependency Parsing from Scratch. CoRR abs/1901.10457 (2019) - [i54]Drew A. Hudson, Christopher D. Manning:
GQA: a new dataset for compositional question answering over real-world images. CoRR abs/1902.09506 (2019) - [i53]Kevin Clark, Urvashi Khandelwal, Omer Levy, Christopher D. Manning:
What Does BERT Look At? An Analysis of BERT's Attention. CoRR abs/1906.04341 (2019) - [i52]Drew A. Hudson, Christopher D. Manning:
Learning by Abstraction: The Neural State Machine. CoRR abs/1907.03950 (2019) - [i51]Kevin Clark, Minh-Thang Luong, Urvashi Khandelwal, Christopher D. Manning, Quoc V. Le:
BAM! Born-Again Multi-Task Networks for Natural Language Understanding. CoRR abs/1907.04829 (2019) - [i50]Abigail See, Aneesh Pappu, Rohun Saxena, Akhila Yerukola, Christopher D. Manning:
Do Massively Pretrained Language Models Make Better Storytellers? CoRR abs/1909.10705 (2019) - [i49]Peng Qi, Xiaowen Lin, Leo Mehr, Zijian Wang, Christopher D. Manning:
Answering Complex Open-domain Questions Through Iterative Query Generation. CoRR abs/1910.07000 (2019) - [i48]Yuhao Zhang, Derek Merck, Emily Bao Tsai, Christopher D. Manning, Curtis P. Langlotz:
Optimizing the Factual Correctness of a Summary: A Study of Summarizing Radiology Reports. CoRR abs/1911.02541 (2019) - 2018
- [c238]Timothy Dozat, Christopher D. Manning:
Simpler but More Accurate Semantic Dependency Parsing. ACL (2) 2018: 484-490 - [c237]Yuhao Zhang, Daisy Yi Ding, Tianpei Qian, Christopher D. Manning, Curtis P. Langlotz:
Learning to Summarize Radiology Findings. Louhi@EMNLP 2018: 204-213 - [c236]Peng Qi, Timothy Dozat, Yuhao Zhang, Christopher D. Manning:
Universal Dependency Parsing from Scratch. CoNLL Shared Task (2) 2018: 160-170 - [c235]Matthew Lamm, Arun Tejasvi Chaganty, Christopher D. Manning, Dan Jurafsky, Percy Liang:
Textual Analogy Parsing: What's Shared and What's Compared among Analogous Facts. EMNLP 2018: 82-92 - [c234]Kevin Clark, Minh-Thang Luong, Christopher D. Manning, Quoc V. Le:
Semi-Supervised Sequence Modeling with Cross-View Training. EMNLP 2018: 1914-1925 - [c233]Yuhao Zhang, Peng Qi, Christopher D. Manning:
Graph Convolution over Pruned Dependency Trees Improves Relation Extraction. EMNLP 2018: 2205-2215 - [c232]Zhilin Yang, Peng Qi, Saizheng Zhang, Yoshua Bengio, William W. Cohen, Ruslan Salakhutdinov, Christopher D. Manning:
HotpotQA: A Dataset for Diverse, Explainable Multi-hop Question Answering. EMNLP 2018: 2369-2380 - [c231]Drew A. Hudson, Christopher D. Manning:
Compositional Attention Networks for Machine Reasoning. ICLR (Poster) 2018 - [c230]Sebastian Schuster, Joakim Nivre, Christopher D. Manning:
Sentences with Gapping: Parsing and Reconstructing Elided Predicates. NAACL-HLT 2018: 1156-1168 - [i47]Drew A. Hudson, Christopher D. Manning:
Compositional Attention Networks for Machine Reasoning. CoRR abs/1803.03067 (2018) - [i46]Sebastian Schuster, Joakim Nivre, Christopher D. Manning:
Sentences with Gapping: Parsing and Reconstructing Elided Predicates. CoRR abs/1804.06922 (2018) - [i45]Timothy Dozat, Christopher D. Manning:
Simpler but More Accurate Semantic Dependency Parsing. CoRR abs/1807.01396 (2018) - [i44]Siva Reddy, Danqi Chen, Christopher D. Manning:
CoQA: A Conversational Question Answering Challenge. CoRR abs/1808.07042 (2018) - [i43]Matthew Lamm, Arun Tejasvi Chaganty, Christopher D. Manning, Dan Jurafsky, Percy Liang:
Textual Analogy Parsing: What's Shared and What's Compared among Analogous Facts. CoRR abs/1809.02700 (2018) - [i42]Yuhao Zhang, Daisy Yi Ding, Tianpei Qian, Christopher D. Manning, Curtis P. Langlotz:
Learning to Summarize Radiology Findings. CoRR abs/1809.04698 (2018) - [i41]Kevin Clark, Minh-Thang Luong, Christopher D. Manning, Quoc V. Le:
Semi-Supervised Sequence Modeling with Cross-View Training. CoRR abs/1809.08370 (2018) - [i40]Zhilin Yang, Peng Qi, Saizheng Zhang, Yoshua Bengio, William W. Cohen, Ruslan Salakhutdinov, Christopher D. Manning:
HotpotQA: A Dataset for Diverse, Explainable Multi-hop Question Answering. CoRR abs/1809.09600 (2018) - [i39]Yuhao Zhang, Peng Qi, Christopher D. Manning:
Graph Convolution over Pruned Dependency Trees Improves Relation Extraction. CoRR abs/1809.10185 (2018) - 2017
- [c229]Peng Qi, Christopher D. Manning:
Arc-swift: A Novel Transition System for Dependency Parsing. ACL (2) 2017: 110-117 - [c228]Sida I. Wang, Samuel Ginn, Percy Liang, Christopher D. Manning:
Naturalizing a Programming Language via Interactive Learning. ACL (1) 2017: 929-938 - [c227]Abigail See, Peter J. Liu, Christopher D. Manning:
Get To The Point: Summarization with Pointer-Generator Networks. ACL (1) 2017: 1073-1083 - [c226]Sebastian Schuster, Matthew Lamm, Christopher D. Manning:
Gapping Constructions in Universal Dependencies v2. UDW@NoDaLiDa 2017: 123-132 - [c225]Daniel Zeman, Martin Popel, Milan Straka, Jan Hajic, Joakim Nivre, Filip Ginter, Juhani Luotolahti, Sampo Pyysalo, Slav Petrov, Martin Potthast, Francis M. Tyers, Elena Badmaeva, Memduh Gokirmak, Anna Nedoluzhko, Silvie Cinková, Jan Hajic Jr., Jaroslava Hlavácová, Václava Kettnerová, Zdenka Uresová, Jenna Kanerva, Stina Ojala, Anna Missilä, Christopher D. Manning, Sebastian Schuster, Siva Reddy, Dima Taji, Nizar Habash, Herman Leung, Marie-Catherine de Marneffe, Manuela Sanguinetti, Maria Simi, Hiroshi Kanayama, Valeria de Paiva, Kira Droganova, Héctor Martínez Alonso, Çagri Çöltekin, Umut Sulubacak, Hans Uszkoreit, Vivien Macketanz, Aljoscha Burchardt, Kim Harris, Katrin Marheinecke, Georg Rehm, Tolga Kayadelen, Mohammed Attia, Ali El-Kahky, Zhuoran Yu, Emily Pitler, Saran Lertpradit, Michael Mandl, Jesse Kirchner, Hector Fernandez Alcalde, Jana Strnadová, Esha Banerjee, Ruli Manurung, Antonio Stella, Atsuko Shimada, Sookyoung Kwak, Gustavo Mendonça, Tatiana Lando, Rattima Nitisaroj, Josie Li:
CoNLL 2017 Shared Task: Multilingual Parsing from Raw Text to Universal Dependencies. CoNLL Shared Task (2) 2017: 1-19 - [c224]Timothy Dozat, Peng Qi, Christopher D. Manning:
Stanford's Graph-based Neural Dependency Parser at the CoNLL 2017 Shared Task. CoNLL Shared Task (2) 2017: 20-30 - [c223]Mihail Eric, Christopher D. Manning:
A Copy-Augmented Sequence-to-Sequence Architecture Gives Good Performance on Task-Oriented Dialogue. EACL (2) 2017: 468-473 - [c222]Yuhao Zhang, Victor Zhong, Danqi Chen, Gabor Angeli, Christopher D. Manning:
Position-aware Attention and Supervised Data Improve Slot Filling. EMNLP 2017: 35-45 - [c221]Arun Tejasvi Chaganty, Ashwin Paranjape, Percy Liang, Christopher D. Manning:
Importance sampling for unbiased on-demand evaluation of knowledge base population. EMNLP 2017: 1038-1048 - [c220]Timothy Dozat, Christopher D. Manning:
Deep Biaffine Attention for Neural Dependency Parsing. ICLR (Poster) 2017 - [c219]Mihail Eric, Lakshmi Krishnan, François Charette, Christopher D. Manning:
Key-Value Retrieval Networks for Task-Oriented Dialogue. SIGDIAL Conference 2017: 37-49 - [i38]Mohamed Al-Badrashiny, Jason Bolton, Arun Tejasvi Chaganty, Kevin Clark, Craig Harman, Lifu Huang, Matthew Lamm, Jinhao Lei, Di Lu, Xiaoman Pan, Ashwin Paranjape, Ellie Pavlick, Haoruo Peng, Peng Qi, Pushpendre Rastogi, Abigail See, Kai Sun, Max Thomas, Chen-Tse Tsai, Hao Wu, Boliang Zhang, Chris Callison-Burch, Claire Cardie, Heng Ji, Christopher D. Manning, Smaranda Muresan, Owen Rambow, Dan Roth, Mark Sammons, Benjamin Van Durme:
TinkerBell: Cross-lingual Cold-Start Knowledge Base Construction. TAC 2017 - [i37]Arun Tejasvi Chaganty, Ashwin Paranjape, Jason Bolton, Matthew Lamm, Jinhao Lei, Abigail See, Kevin Clark, Yuhao Zhang, Peng Qi, Christopher D. Manning:
Stanford at TAC KBP 2017: Building a Trilingual Relational Knowledge Graph. TAC 2017 - [i36]Mihail Eric, Christopher D. Manning:
A Copy-Augmented Sequence-to-Sequence Architecture Gives Good Performance on Task-Oriented Dialogue. CoRR abs/1701.04024 (2017) - [i35]Angel X. Chang, Mihail Eric, Manolis Savva, Christopher D. Manning:
SceneSeer: 3D Scene Design with Natural Language. CoRR abs/1703.00050 (2017) - [i34]Abigail See, Peter J. Liu, Christopher D. Manning:
Get To The Point: Summarization with Pointer-Generator Networks. CoRR abs/1704.04368 (2017) - [i33]Sida I. Wang, Samuel Ginn, Percy Liang, Christopher D. Manning:
Naturalizing a Programming Language via Interactive Learning. CoRR abs/1704.06956 (2017) - [i32]Peng Qi, Christopher D. Manning:
Arc-swift: A Novel Transition System for Dependency Parsing. CoRR abs/1705.04434 (2017) - [i31]Mihail Eric, Christopher D. Manning:
Key-Value Retrieval Networks for Task-Oriented Dialogue. CoRR abs/1705.05414 (2017) - 2016
- [c218]Gabor Angeli, Neha Nayak, Christopher D. Manning:
Combining Natural Logic and Shallow Reasoning for Question Answering. ACL (1) 2016 - [c217]Samuel R. Bowman, Jon Gauthier, Abhinav Rastogi, Raghav Gupta, Christopher D. Manning, Christopher Potts:
A Fast Unified Model for Parsing and Sentence Understanding. ACL (1) 2016 - [c216]Danqi Chen, Jason Bolton, Christopher D. Manning:
A Thorough Examination of the CNN/Daily Mail Reading Comprehension Task. ACL (1) 2016 - [c215]Kevin Clark, Christopher D. Manning:
Improving Coreference Resolution by Learning Entity-Level Distributed Representations. ACL (1) 2016 - [c214]Minh-Thang Luong, Christopher D. Manning:
Achieving Open Vocabulary Neural Machine Translation with Hybrid Word-Character Models. ACL (1) 2016 - [c213]Sida I. Wang, Percy Liang, Christopher D. Manning:
Learning Language Games through Interaction. ACL (1) 2016 - [c212]Abigail See, Minh-Thang Luong, Christopher D. Manning:
Compression of Neural Machine Translation Models via Pruning. CoNLL 2016: 291-301 - [c211]Kevin Clark, Christopher D. Manning:
Deep Reinforcement Learning for Mention-Ranking Coreference Models. EMNLP 2016: 2256-2262 - [c210]Angel X. Chang, Valentin I. Spitkovsky, Christopher D. Manning, Eneko Agirre:
A comparison of Named-Entity Disambiguation and Word Sense Disambiguation. LREC 2016 - [c209]Joakim Nivre, Marie-Catherine de Marneffe, Filip Ginter, Yoav Goldberg, Jan Hajic, Christopher D. Manning, Ryan T. McDonald, Slav Petrov, Sampo Pyysalo, Natalia Silveira, Reut Tsarfaty, Daniel Zeman:
Universal Dependencies v1: A Multilingual Treebank Collection. LREC 2016 - [c208]Sebastian Schuster, Christopher D. Manning:
Enhanced English Universal Dependencies: An Improved Representation for Natural Language Understanding Tasks. LREC 2016 - [c207]Neha Nayak, Gabor Angeli, Christopher D. Manning:
Evaluating Word Embeddings Using a Representative Suite of Practical Tasks. RepEval@ACL 2016: 19-23 - [c206]Christopher D. Manning:
Understanding Human Language: Can NLP and Deep Learning Help? SIGIR 2016: 1 - [i30]Yuhao Zhang, Arun Tejasvi Chaganty, Ashwin Paranjape, Danqi Chen, Jason Bolton, Peng Qi, Christopher D. Manning:
Stanford at TAC KBP 2016: Sealing Pipeline Leaks and Understanding Chinese. TAC 2016 - [i29]Angel X. Chang, Valentin I. Spitkovsky, Christopher D. Manning, Eneko Agirre:
Evaluating the word-expert approach for Named-Entity Disambiguation. CoRR abs/1603.04767 (2016) - [i28]Samuel R. Bowman, Jon Gauthier, Abhinav Rastogi, Raghav Gupta, Christopher D. Manning, Christopher Potts:
A Fast Unified Model for Parsing and Sentence Understanding. CoRR abs/1603.06021 (2016) - [i27]Minh-Thang Luong, Christopher D. Manning:
Achieving Open Vocabulary Neural Machine Translation with Hybrid Word-Character Models. CoRR abs/1604.00788 (2016) - [i26]Kevin Clark, Christopher D. Manning:
Improving Coreference Resolution by Learning Entity-Level Distributed Representations. CoRR abs/1606.01323 (2016) - [i25]Sida I. Wang, Percy Liang, Christopher D. Manning:
Learning Language Games through Interaction. CoRR abs/1606.02447 (2016) - [i24]Danqi Chen, Jason Bolton, Christopher D. Manning:
A Thorough Examination of the CNN/Daily Mail Reading Comprehension Task. CoRR abs/1606.02858 (2016) - [i23]Abigail See, Minh-Thang Luong, Christopher D. Manning:
Compression of Neural Machine Translation Models via Pruning. CoRR abs/1606.09274 (2016) - [i22]Kevin Clark, Christopher D. Manning:
Deep Reinforcement Learning for Mention-Ranking Coreference Models. CoRR abs/1609.08667 (2016) - [i21]Timothy Dozat, Christopher D. Manning:
Deep Biaffine Attention for Neural Dependency Parsing. CoRR abs/1611.01734 (2016) - 2015
- [j16]Spence Green, Jeffrey Heer, Christopher D. Manning:
Natural language translation at the intersection of AI and HCI. Commun. ACM 58(9): 46-53 (2015) - [j15]Christopher D. Manning:
Computational Linguistics and Deep Learning. Comput. Linguistics 41(4): 701-707 (2015) - [j14]Spence Green, Jeffrey Heer, Christopher D. Manning:
Natural Language Translation at the Intersection of AI and HCI. ACM Queue 13(6): 30 (2015) - [c205]Samuel R. Bowman, Christopher Potts, Christopher D. Manning:
Learning Distributed Word Representations for Natural Logic Reasoning. AAAI Spring Symposia 2015 - [c204]Suhei Nojiri, Christopher D. Manning:
Software Document Terminology Recognition. AAAI Spring Symposia 2015 - [c203]Angel X. Chang, Will Monroe, Manolis Savva, Christopher Potts, Christopher D. Manning:
Text to 3D Scene Generation with Rich Lexical Grounding. ACL (1) 2015: 53-62 - [c202]Gabor Angeli, Melvin Jose Johnson Premkumar, Christopher D. Manning:
Leveraging Linguistic Structure For Open Domain Information Extraction. ACL (1) 2015: 344-354 - [c201]Keenon Werling, Gabor Angeli, Christopher D. Manning:
Robust Subgraph Generation Improves Abstract Meaning Representation Parsing. ACL (1) 2015: 982-991 - [c200]Kevin Clark, Christopher D. Manning:
Entity-Centric Coreference Resolution with Model Stacking. ACL (1) 2015: 1405-1415 - [c199]Kai Sheng Tai, Richard Socher, Christopher D. Manning:
Improved Semantic Representations From Tree-Structured Long Short-Term Memory Networks. ACL (1) 2015: 1556-1566 - [c198]Samuel R. Bowman, Christopher Potts, Christopher D. Manning:
Recursive Neural Networks Can Learn Logical Semantics. CVSC 2015: 12-21 - [c197]Sebastian Schuster, Ranjay Krishna, Angel X. Chang, Li Fei-Fei, Christopher D. Manning:
Generating Semantically Precise Scene Graphs from Textual Descriptions for Improved Image Retrieval. VL@EMNLP 2015: 70-80 - [c196]Thang Luong, Michael Kayser, Christopher D. Manning:
Deep Neural Language Models for Machine Translation. CoNLL 2015: 305-309 - [c195]Diana L. MacLean, Sonal Gupta, Anna Lembke, Christopher D. Manning, Jeffrey Heer:
Forum77: An Analysis of an Online Health Forum Dedicated to Addiction Recovery. CSCW 2015: 1511-1526 - [c194]Christopher D. Manning:
Invited Talk: The Case for Universal Dependencies. DepLing 2015: 1 - [c193]Natalia Silveira, Christopher D. Manning:
Does Universal Dependencies need a parsing representation? An investigation of English. DepLing 2015: 310-319 - [c192]Samuel R. Bowman, Gabor Angeli, Christopher Potts, Christopher D. Manning:
A large annotated corpus for learning natural language inference. EMNLP 2015: 632-642 - [c191]Thang Luong, Hieu Pham, Christopher D. Manning:
Effective Approaches to Attention-based Neural Machine Translation. EMNLP 2015: 1412-1421 - [c190]Minh-Thang Luong, Christopher D. Manning:
Stanford neural machine translation systems for spoken language domains. IWSLT (Evaluation Campaign) 2015 - [c189]Hieu Pham, Thang Luong, Christopher D. Manning:
Learning Distributed Representations for Multilingual Text Sequences. VS@HLT-NAACL 2015: 88-94 - [c188]Thang Luong, Hieu Pham, Christopher D. Manning:
Bilingual Word Representations with Monolingual Quality in Mind. VS@HLT-NAACL 2015: 151-159 - [c187]Sonal Gupta, Christopher D. Manning:
Distributed Representations of Words to Guide Bootstrapped Entity Classifiers. HLT-NAACL 2015: 1215-1220 - [c186]Samuel R. Bowman, Christopher D. Manning, Christopher Potts:
Tree-Structured Composition in Neural Networks without Tree-Structured Architectures. CoCo@NIPS 2015 - [c185]Keenon Werling, Arun Tejasvi Chaganty, Percy Liang, Christopher D. Manning:
On-the-Job Learning with Bayesian Decision Theory. NIPS 2015: 3465-3473 - [i20]Gabor Angeli, Victor Zhong, Danqi Chen, Arun Tejasvi Chaganty, Jason Bolton, Melvin Jose Johnson Premkumar, Panupong Pasupat, Sonal Gupta, Christopher D. Manning:
Bootstrapped Self Training for Knowledge Base Population. TAC 2015 - [i19]Kai Sheng Tai, Richard Socher, Christopher D. Manning:
Improved Semantic Representations From Tree-Structured Long Short-Term Memory Networks. CoRR abs/1503.00075 (2015) - [i18]Angel X. Chang, Will Monroe, Manolis Savva, Christopher Potts, Christopher D. Manning:
Text to 3D Scene Generation with Rich Lexical Grounding. CoRR abs/1505.06289 (2015) - [i17]Keenon Werling, Gabor Angeli, Christopher D. Manning:
Robust Subgraph Generation Improves Abstract Meaning Representation Parsing. CoRR abs/1506.03139 (2015) - [i16]Keenon Werling, Arun Tejasvi Chaganty, Percy Liang, Christopher D. Manning:
On-the-Job Learning with Bayesian Decision Theory. CoRR abs/1506.03140 (2015) - [i15]Samuel R. Bowman, Christopher D. Manning, Christopher Potts:
Tree-structured composition in neural networks without tree-structured architectures. CoRR abs/1506.04834 (2015) - [i14]Minh-Thang Luong, Hieu Pham, Christopher D. Manning:
Effective Approaches to Attention-based Neural Machine Translation. CoRR abs/1508.04025 (2015) - [i13]Samuel R. Bowman, Gabor Angeli, Christopher Potts, Christopher D. Manning:
A large annotated corpus for learning natural language inference. CoRR abs/1508.05326 (2015) - 2014
- [j13]Sonal Gupta, Diana L. MacLean, Jeffrey Heer, Christopher D. Manning:
Research and applications: Induced lexico-syntactic patterns improve information extraction from online medical forums. J. Am. Medical Informatics Assoc. 21(5): 902-909 (2014) - [j12]Mengqiu Wang, Christopher D. Manning:
Cross-lingual Projected Expectation Regularization for Weakly Supervised Learning. Trans. Assoc. Comput. Linguistics 2: 55-66 (2014) - [j11]Richard Socher, Andrej Karpathy, Quoc V. Le, Christopher D. Manning, Andrew Y. Ng:
Grounded Compositional Semantics for Finding and Describing Images with Sentences. Trans. Assoc. Comput. Linguistics 2: 207-218 (2014) - [c184]Christopher D. Manning, Mihai Surdeanu, John Bauer, Jenny Rose Finkel, Steven Bethard, David McClosky:
The Stanford CoreNLP Natural Language Processing Toolkit. ACL (System Demonstrations) 2014: 55-60 - [c183]Julie Tibshirani, Christopher D. Manning:
Robust Logistic Regression using Shift Parameters. ACL (2) 2014: 124-129 - [c182]Kenneth Heafield, Michael Kayser, Christopher D. Manning:
Faster Phrase-Based Decoding by Refining Feature State. ACL (2) 2014: 130-135 - [c181]Mengqiu Wang, Rob Voigt, Christopher D. Manning:
Two Knives Cut Better Than One: Chinese Word Segmentation with Dual Decomposition. ACL (2) 2014: 193-198 - [c180]Will Monroe, Spence Green, Christopher D. Manning:
Word Segmentation of Informal Arabic with Domain Adaptation. ACL (2) 2014: 206-211 - [c179]Manolis Savva, Angel X. Chang, Christopher D. Manning, Pat Hanrahan:
TransPhoner: automated mnemonic keyword generation. CHI 2014: 3725-3734 - [c178]Sonal Gupta, Christopher D. Manning:
Improved Pattern Learning for Bootstrapped Entity Extraction. CoNLL 2014: 98-108 - [c177]Gabor Angeli, Christopher D. Manning:
NaturalLI: Natural Logic Inference for Common Sense Reasoning. EMNLP 2014: 534-545 - [c176]Jonathan Berant, Vivek Srikumar, Pei-Chun Chen, Abby Vander Linden, Brittany Harding, Brad Huang, Peter Clark, Christopher D. Manning:
Modeling Biological Processes for Reading Comprehension. EMNLP 2014 - [c175]Danqi Chen, Christopher D. Manning:
A Fast and Accurate Dependency Parser using Neural Networks. EMNLP 2014: 740-750 - [c174]Spence Green, Sida I. Wang, Jason Chuang, Jeffrey Heer, Sebastian Schuster, Christopher D. Manning:
Human Effort and Machine Learnability in Computer Aided Translation. EMNLP 2014: 1225-1236 - [c173]Jeffrey Pennington, Richard Socher, Christopher D. Manning:
Glove: Global Vectors for Word Representation. EMNLP 2014: 1532-1543 - [c172]Gabor Angeli, Julie Tibshirani, Jean Wu, Christopher D. Manning:
Combining Distant and Partial Supervision for Relation Extraction. EMNLP 2014: 1556-1567 - [c171]Angel X. Chang, Manolis Savva, Christopher D. Manning:
Learning Spatial Knowledge for Text to 3D Scene Generation. EMNLP 2014: 2028-2038 - [c170]Natalia Silveira, Timothy Dozat, Marie-Catherine de Marneffe, Samuel R. Bowman, Miriam Connor, John Bauer, Christopher D. Manning:
A Gold Standard Dependency Corpus for English. LREC 2014: 2897-2904 - [c169]Kevin Reschke, Martin Jankowiak, Mihai Surdeanu, Christopher D. Manning, Daniel Jurafsky:
Event Extraction Using Distant Supervision. LREC 2014: 4527-4531 - [c168]Marie-Catherine de Marneffe, Timothy Dozat, Natalia Silveira, Katri Haverinen, Filip Ginter, Joakim Nivre, Christopher D. Manning:
Universal Stanford dependencies: A cross-linguistic typology. LREC 2014: 4585-4592 - [c167]Romain Paulus, Richard Socher, Christopher D. Manning:
Global Belief Recursive Neural Networks. NIPS 2014: 2888-2896 - [c166]Roy Frostig, Sida Wang, Percy Liang, Christopher D. Manning:
Simple MAP Inference via Low-Rank Relaxations. NIPS 2014: 3077-3085 - [c165]Vivek Srikumar, Christopher D. Manning:
Learning Distributed Representations for Structured Output Prediction. NIPS 2014: 3266-3274 - [c164]Manolis Savva, Angel X. Chang, Gilbert Louis Bernstein, Christopher D. Manning, Pat Hanrahan:
On being the right scale: sizing large collections of 3D models. SIGGRAPH ASIA Indoor Scene Understanding Where Graphics Meets Vision 2014: 4:1-4:11 - [c163]Spence Green, Jason Chuang, Jeffrey Heer, Christopher D. Manning:
Predictive translation memory: a mixed-initiative system for human language translation. UIST 2014: 177-187 - [c162]Spence Green, Daniel M. Cer, Christopher D. Manning:
Phrasal: A Toolkit for New Directions in Statistical Machine Translation. WMT@ACL 2014: 114-121 - [c161]Julia Neidert, Sebastian Schuster, Spence Green, Kenneth Heafield, Christopher D. Manning:
Stanford University's Submissions to the WMT 2014 Translation Task. WMT@ACL 2014: 150-156 - [c160]Spence Green, Daniel M. Cer, Christopher D. Manning:
An Empirical Comparison of Features and Tuning for Phrase-based Machine Translation. WMT@ACL 2014: 466-476 - [c159]Sida I. Wang, Roy Frostig, Percy Liang, Christopher D. Manning:
Relaxations for inference in restricted Boltzmann machines. ICLR (Workshop) 2014 - [e5]Alexandre Allauzen, Raffaella Bernardi, Edward Grefenstette, Hugo Larochelle, Christopher D. Manning, Scott Wen-tau Yih:
Proceedings of the 2nd Workshop on Continuous Vector Space Models and their Compositionality, CVSC@EACL 2014, Gothenburg, Sweden, April 26-30, 2014. Association for Computational Linguistics 2014, ISBN 978-1-937284-94-7 [contents] - [i12]Samuel R. Bowman, Christopher Potts, Christopher D. Manning:
Recursive Neural Networks for Learning Logical Semantics. CoRR abs/1406.1827 (2014) - [i11]Samuel R. Bowman, Christopher Potts, Christopher D. Manning:
Learning Distributed Word Representations for Natural Logic Reasoning. CoRR abs/1410.4176 (2014) - 2013
- [j10]Spence Green, Marie-Catherine de Marneffe, Christopher D. Manning:
Parsing Models for Identifying Multiword Expressions. Comput. Linguistics 39(1): 195-227 (2013) - [c158]Mengqiu Wang, Wanxiang Che, Christopher D. Manning:
Effective Bilingual Constraints for Semi-Supervised Learning of Named Entity Recognizers. AAAI 2013: 919-925 - [c157]Spence Green, Sida Wang, Daniel M. Cer, Christopher D. Manning:
Fast and Adaptive Online Training of Feature-Rich Translation Models. ACL (1) 2013: 311-321 - [c156]Richard Socher, John Bauer, Christopher D. Manning, Andrew Y. Ng:
Parsing with Compositional Vector Grammars. ACL (1) 2013: 455-465 - [c155]Mengqiu Wang, Wanxiang Che, Christopher D. Manning:
Joint Word Alignment and Bilingual Named Entity Recognition Using Dual Decomposition. ACL (1) 2013: 1073-1082 - [c154]Spence Green, Jeffrey Heer, Christopher D. Manning:
The efficacy of human post-editing for language translation. CHI 2013: 439-448 - [c153]Thang Luong, Richard Socher, Christopher D. Manning:
Better Word Representations with Recursive Neural Networks for Morphology. CoNLL 2013: 104-113 - [c152]Gabor Angeli, Christopher D. Manning:
Philosophers are Mortal: Inferring the Truth of Unseen Facts. CoNLL 2013: 133-142 - [c151]Marie-Catherine de Marneffe, Miriam Connor, Natalia Silveira, Samuel R. Bowman, Timothy Dozat, Christopher D. Manning:
More Constructions, More Genres: Extending Stanford Dependencies. DepLing 2013: 187-196 - [c150]Sida Wang, Mengqiu Wang, Stefan Wager, Percy Liang, Christopher D. Manning:
Feature Noising for Log-Linear Structured Prediction. EMNLP 2013: 1170-1179 - [c149]Will Y. Zou, Richard Socher, Daniel M. Cer, Christopher D. Manning:
Bilingual Word Embeddings for Phrase-Based Machine Translation. EMNLP 2013: 1393-1398 - [c148]Richard Socher, Alex Perelygin, Jean Wu, Jason Chuang, Christopher D. Manning, Andrew Y. Ng, Christopher Potts:
Recursive Deep Models for Semantic Compositionality Over a Sentiment Treebank. EMNLP 2013: 1631-1642 - [c147]Aju Thalappillil Scaria, Jonathan Berant, Mengqiu Wang, Peter Clark, Justin Lewis, Brittany Harding, Christopher D. Manning:
Learning Biological Processes with Global Constraints. EMNLP 2013: 1710-1720 - [c146]Sida Wang, Christopher D. Manning:
Fast dropout training. ICML (2) 2013: 118-126 - [c145]Jason Chuang, Sonal Gupta, Christopher D. Manning, Jeffrey Heer:
Topic Model Diagnostics: Assessing Domain Relevance via Topical Alignment. ICML (3) 2013: 612-620 - [c144]Mengqiu Wang, Christopher D. Manning:
Learning a Product of Experts with Elitist Lasso. IJCNLP 2013: 525-533 - [c143]Mengqiu Wang, Christopher D. Manning:
Effect of Non-linear Deep Architecture in Sequence Labeling. IJCNLP 2013: 1285-1291 - [c142]Richard Socher, Christopher D. Manning:
Deep Learning for NLP (without Magic). HLT-NAACL 2013: 1-3 - [c141]Wanxiang Che, Mengqiu Wang, Christopher D. Manning, Ting Liu:
Named Entity Recognition with Bilingual Constraints. HLT-NAACL 2013: 52-62 - [c140]Richard Socher, Danqi Chen, Christopher D. Manning, Andrew Y. Ng:
Reasoning With Neural Tensor Networks for Knowledge Base Completion. NIPS 2013: 926-934 - [c139]Richard Socher, Milind Ganjoo, Christopher D. Manning, Andrew Y. Ng:
Zero-Shot Learning Through Cross-Modal Transfer. NIPS 2013: 935-943 - [c138]Angel X. Chang, Christopher D. Manning:
SUTime: Evaluation in TempEval-3. SemEval@NAACL-HLT 2013: 78-82 - [c137]Spence Green, Daniel M. Cer, Kevin Reschke, Rob Voigt, John Bauer, Sida Wang, Natalia Silveira, Julia Neidert, Christopher D. Manning:
Feature-Rich Phrase-based Translation: Stanford University's Submission to the WMT 2013 Translation Task. WMT@ACL 2013: 148-153 - [c136]Daniel M. Cer, Christopher D. Manning, Dan Jurafsky:
Positive Diversity Tuning for Machine Translation System Combination. WMT@ACL 2013: 320-328 - [c135]Danqi Chen, Richard Socher, Christopher D. Manning, Andrew Y. Ng:
Learning New Facts From Knowledge Bases With Neural Tensor Networks and Semantic Word Vectors. ICLR (Workshop Poster) 2013 - [c134]Richard Socher, Milind Ganjoo, Hamsa Sridhar, Osbert Bastani, Christopher D. Manning, Andrew Y. Ng:
Zero-Shot Learning Through Cross-Modal Transfer. ICLR (Workshop) 2013 - [e4]Alexandre Allauzen, Hugo Larochelle, Christopher D. Manning, Richard Socher:
Proceedings of the Workshop on Continuous Vector Space Models and their Compositionality, CVSM@ACL 2013, Sofia, Bulgaria, August 9, 2013. Association for Computational Linguistics 2013, ISBN 978-1-937284-67-1 [contents] - [i10]Gabor Angeli, Arun Tejasvi Chaganty, Angel X. Chang, Kevin Reschke, Julie Tibshirani, Jean Wu, Osbert Bastani, Keith Siilats, Christopher D. Manning:
Stanford's 2013 KBP System. TAC 2013 - [i9]Julie Tibshirani, Christopher D. Manning:
Robust Logistic Regression using Shift Parameters. CoRR abs/1305.4987 (2013) - [i8]Mengqiu Wang, Christopher D. Manning:
Cross-lingual Pseudo-Projected Expectation Regularization for Weakly Supervised Learning. CoRR abs/1310.1597 (2013) - 2012
- [j9]David McClosky, Sebastian Riedel, Mihai Surdeanu, Andrew McCallum, Christopher D. Manning:
Combining joint models for biomedical event extraction. BMC Bioinform. 13(S-11): S9 (2012) - [j8]Marie-Catherine de Marneffe, Christopher D. Manning, Christopher Potts:
Did It Happen? The Pragmatic Complexity of Veridicality Assessment. Comput. Linguistics 38(2): 301-333 (2012) - [j7]Jason Chuang, Christopher D. Manning, Jeffrey Heer:
"Without the clutter of unimportant words": Descriptive keyphrases for text visualization. ACM Trans. Comput. Hum. Interact. 19(3): 19:1-19:29 (2012) - [c133]Richard Socher, Yoshua Bengio, Christopher D. Manning:
Deep Learning for NLP (without Magic). ACL (Tutorial Abstracts) 2012: 5 - [c132]Sida Wang, Christopher D. Manning:
Baselines and Bigrams: Simple, Good Sentiment and Topic Classification. ACL (2) 2012: 90-94 - [c131]Eric H. Huang, Richard Socher, Christopher D. Manning, Andrew Y. Ng:
Improving Word Representations via Global Context and Multiple Word Prototypes. ACL (1) 2012: 873-882 - [c130]Robert Munro, Christopher D. Manning:
Accurate Unsupervised Joint Named-Entity Extraction from Unaligned Parallel Text. NEWS@ACL 2012: 21-29 - [c129]Jason Chuang, Christopher D. Manning, Jeffrey Heer:
Termite: visualization techniques for assessing textual topic models. AVI 2012: 74-77 - [c128]Jason Chuang, Daniel Ramage, Christopher D. Manning, Jeffrey Heer:
Interpretation and trust: designing model-driven visualizations for text analysis. CHI 2012: 443-452 - [c127]Robert Munro, Christopher D. Manning:
Short message communications: users, topics, and in-language processing. ACM DEV 2012: 4:1-4:10 - [c126]Mihai Surdeanu, Julie Tibshirani, Ramesh Nallapati, Christopher D. Manning:
Multi-instance Multi-label Learning for Relation Extraction. EMNLP-CoNLL 2012: 455-465 - [c125]David McClosky, Christopher D. Manning:
Learning Constraints for Consistent Timeline Extraction. EMNLP-CoNLL 2012: 873-882 - [c124]Mengqiu Wang, Christopher D. Manning:
Probabilistic Finite State Machines for Regression-based MT Evaluation. EMNLP-CoNLL 2012: 984-994 - [c123]Richard Socher, Brody Huval, Christopher D. Manning, Andrew Y. Ng:
Semantic Compositionality through Recursive Matrix-Vector Spaces. EMNLP-CoNLL 2012: 1201-1211 - [c122]Angel X. Chang, Christopher D. Manning:
SUTime: A library for recognizing and normalizing time expressions. LREC 2012: 3735-3740 - [c121]Spence Green, Nicholas Andrews, Matthew R. Gormley, Mark Dredze, Christopher D. Manning:
Entity Clustering Across Languages. HLT-NAACL 2012: 60-69 - [c120]Gabor Angeli, Christopher D. Manning, Daniel Jurafsky:
Parsing Time: Learning to Interpret Time Expressions. HLT-NAACL 2012: 446-455 - [c119]Richard Socher, Brody Huval, Bharath Putta Bath, Christopher D. Manning, Andrew Y. Ng:
Convolutional-Recursive Deep Learning for 3D Object Classification. NIPS 2012: 665-673 - [c118]Mengqiu Wang, Christopher D. Manning:
SPEDE: Probabilistic Edit Distance Metrics for MT Evaluation. WMT@NAACL-HLT 2012: 76-83 - 2011
- [c117]Mihai Surdeanu, David McClosky, Mason Smith, Andrey Gusev, Christopher D. Manning:
Customizing an Information Extraction System to a New Domain. RELMS@ACL 2011: 2-10 - [c116]David McClosky, Mihai Surdeanu, Christopher D. Manning:
Event Extraction as Dependency Parsing. ACL 2011: 1626-1635 - [c115]David McClosky, Mihai Surdeanu, Christopher D. Manning:
Event Extraction as Dependency Parsing for BioNLP 2011. BioNLP@ACL (Shared Task) 2011: 41-45 - [c114]Sebastian Riedel, David McClosky, Mihai Surdeanu, Andrew McCallum, Christopher D. Manning:
Model Combination for Event Extraction in BioNLP 2011. BioNLP@ACL (Shared Task) 2011: 51-55 - [c113]Christopher D. Manning:
Part-of-Speech Tagging from 97% to 100%: Is It Time for Some Linguistics? CICLing (1) 2011: 171-189 - [c112]Christopher D. Manning:
Natural Language Processing Tools for the Digital Humanities. DH 2011: 16 - [c111]Richard Socher, Jeffrey Pennington, Eric H. Huang, Andrew Y. Ng, Christopher D. Manning:
Semi-Supervised Recursive Autoencoders for Predicting Sentiment Distributions. EMNLP 2011: 151-161 - [c110]Spence Green, Marie-Catherine de Marneffe, John Bauer, Christopher D. Manning:
Multiword Expression Identification with Tree Substitution Grammars: A Parsing tour de force with French. EMNLP 2011: 725-735 - [c109]Mihai Surdeanu, Ramesh Nallapati, George Gregory, Joshua Walker, Christopher D. Manning:
Risk analysis for intellectual property litigation. ICAIL 2011: 116-120 - [c108]Richard Socher, Cliff Chiung-Yu Lin, Andrew Y. Ng, Christopher D. Manning:
Parsing Natural Scenes and Natural Language with Recursive Neural Networks. ICML 2011: 129-136 - [c107]Sonal Gupta, Christopher D. Manning:
Analyzing the Dynamics of Research by Extracting Key Aspects of Scientific Papers. IJCNLP 2011: 1-9 - [c106]Daniel Ramage, Christopher D. Manning, Susan T. Dumais:
Partially labeled topic models for interpretable text mining. KDD 2011: 457-465 - [c105]Richard Socher, Eric H. Huang, Jeffrey Pennington, Andrew Y. Ng, Christopher D. Manning:
Dynamic Pooling and Unfolding Recursive Autoencoders for Paraphrase Detection. NIPS 2011: 801-809 - [c104]Marie-Catherine de Marneffe, Christopher D. Manning, Christopher Potts:
Veridicality and Utterance Understanding. ICSC 2011: 430-437 - [c103]Ramesh Nallapati, Daniel A. McFarland, Christopher D. Manning:
TopicFlow Model: Unsupervised Learning of Topic-specific Influences of Hyperlinked Documents. AISTATS 2011: 543-551 - [c102]Richard Socher, Andrew L. Maas, Christopher D. Manning:
Spectral Chinese Restaurant Processes: Nonparametric Clustering Based on Similarities. AISTATS 2011: 698-706 - [e3]Sharon Goldwater, Christopher D. Manning:
Proceedings of the Fifteenth Conference on Computational Natural Language Learning, CoNLL 2011, Portland, Oregon, USA, June 23-24, 2011. ACL 2011, ISBN 978-1-932432-92-3 [contents] - [i7]Angel X. Chang, Valentin I. Spitkovsky, Christopher D. Manning, Eneko Agirre:
Stanford-UBC Entity Linking at TAC-KBP, Again. TAC 2011 - [i6]Mihai Surdeanu, Sonal Gupta, John Bauer, David McClosky, Angel X. Chang, Valentin I. Spitkovsky, Christopher D. Manning:
Stanford's Distantly-Supervised Slot-Filling System. TAC 2011 - 2010
- [j6]Sharon Goldwater, Daniel Jurafsky, Christopher D. Manning:
Which words are hard to recognize? Prosodic, lexical, and disfluency factors that increase speech recognition error rates. Speech Commun. 52(3): 181-200 (2010) - [c101]Marie-Catherine de Marneffe, Christopher D. Manning, Christopher Potts:
"Was It Good? It Was Provocative." Learning the Meaning of Scalar Adjectives. ACL 2010: 167-176 - [c100]Jenny Rose Finkel, Christopher D. Manning:
Hierarchical Joint Learning: Improving Joint Parsing and Named Entity Recognition with Non-Jointly Labeled Data. ACL 2010: 720-728 - [c99]Spence Green, Christopher D. Manning:
Better Arabic Parsing: Baselines, Evaluations, and Analysis. COLING 2010: 394-402 - [c98]Mengqiu Wang, Christopher D. Manning:
Probabilistic Tree-Edit Models with Structured Latent Variables for Textual Entailment and Question Answering. COLING 2010: 1164-1172 - [c97]Valentin I. Spitkovsky, Hiyan Alshawi, Daniel Jurafsky, Christopher D. Manning:
Viterbi Training Improves Unsupervised Dependency Parsing. CoNLL 2010: 9-17 - [c96]Karthik Raghunathan, Heeyoung Lee, Sudarshan Rangarajan, Nate Chambers, Mihai Surdeanu, Dan Jurafsky, Christopher D. Manning:
A Multi-Pass Sieve for Coreference Resolution. EMNLP 2010: 492-501 - [c95]Daniel M. Cer, Marie-Catherine de Marneffe, Daniel Jurafsky, Christopher D. Manning:
Parsing to Stanford Dependencies: Trade-offs between Speed and Accuracy. LREC 2010 - [c94]Daniel M. Cer, Michel Galley, Daniel Jurafsky, Christopher D. Manning:
Phrasal: A Statistical Machine Translation Toolkit for Exploring New Model Features. NAACL (Demos) 2010: 9-12 - [c93]Robert Munro, Christopher D. Manning:
Subword Variation in Text Message Classification. HLT-NAACL 2010: 510-518 - [c92]Daniel M. Cer, Christopher D. Manning, Daniel Jurafsky:
The Best Lexical Metric for Phrase-Based Statistical MT System Optimization. HLT-NAACL 2010: 555-563 - [c91]Mihai Surdeanu, Christopher D. Manning:
Ensemble Models for Dependency Parsing: Cheap and Good? HLT-NAACL 2010: 649-652 - [c90]Spence Green, Michel Galley, Christopher D. Manning:
Improved Models of Distortion Cost for Statistical Machine Translation. HLT-NAACL 2010: 867-875 - [c89]Michel Galley, Christopher D. Manning:
Accurate Non-Hierarchical Phrase-Based Translation. HLT-NAACL 2010: 966-974 - [i5]Angel X. Chang, Valentin I. Spitkovsky, Eric Yeh, Christopher D. Manning, Eneko Agirre:
Stanford-UBC Entity Linking at TAC-KBP. TAC 2010 - [i4]Mihai Surdeanu, David McClosky, Julie Tibshirani, John Bauer, Angel X. Chang, Valentin I. Spitkovsky, Christopher D. Manning:
A Simple Distant Supervision Approach for the TAC-KBP Slot Filling Task. TAC 2010
2000 – 2009
- 2009
- [j5]Sebastian Padó, Daniel M. Cer, Michel Galley, Dan Jurafsky, Christopher D. Manning:
Measuring machine translation quality as semantic equivalence: A metric based on entailment features. Mach. Transl. 23(2-3): 181-193 (2009) - [c88]Marie-Catherine de Marneffe, Sebastian Padó, Christopher D. Manning:
Multi-word expressions in textual inference: Much ado about nothing? TextInfer@ACL 2009: 1-9 - [c87]David Clausen, Christopher D. Manning:
Presupposed Content and Entailments in Natural Language Inference. TextInfer@ACL 2009: 70-73 - [c86]Sebastian Padó, Michel Galley, Daniel Jurafsky, Christopher D. Manning:
Robust Machine Translation Evaluation with Entailment Features. ACL/IJCNLP 2009: 297-305 - [c85]Michel Galley, Christopher D. Manning:
Quadratic-Time Dependency Parsing for Machine Translation. ACL/IJCNLP 2009: 773-781 - [c84]Jenny Rose Finkel, Christopher D. Manning:
Nested Named Entity Recognition. EMNLP 2009: 141-150 - [c83]Daniel Ramage, David Hall, Ramesh Nallapati, Christopher D. Manning:
Labeled LDA: A supervised topic model for credit attribution in multi-labeled corpora. EMNLP 2009: 248-256 - [c82]Bill MacCartney, Christopher D. Manning:
An extended model of natural logic. IWCS 2009: 140-156 - [c81]Jenny Rose Finkel, Christopher D. Manning:
Joint Parsing and Named Entity Recognition. HLT-NAACL 2009: 326-334 - [c80]Jenny Rose Finkel, Christopher D. Manning:
Hierarchical Bayesian Domain Adaptation. HLT-NAACL 2009: 602-610 - [c79]Pi-Chuan Chang, Huihsin Tseng, Dan Jurafsky, Christopher D. Manning:
Discriminative Reordering with Chinese Grammatical Relations Features. SSST@HLT-NAACL 2009: 51-59 - [c78]Daniel Ramage, Anna N. Rafferty, Christopher D. Manning:
Random Walks for Text Semantic Similarity. Graph-based Methods for Natural Language Processing 2009: 23-31 - [c77]Eric Yeh, Daniel Ramage, Christopher D. Manning, Eneko Agirre, Aitor Soroa:
WikiWalk: Random walks on Wikipedia for Semantic Relatedness. Graph-based Methods for Natural Language Processing 2009: 41-49 - [c76]Sebastian Padó, Michel Galley, Daniel Jurafsky, Christopher D. Manning:
Machine Translation Evaluation with Textual Entailment Features. WMT@EACL 2009: 37-41 - [c75]Pi-Chuan Chang, Daniel Jurafsky, Christopher D. Manning:
Disambiguating "DE" for Chinese-English Machine Translation. WMT@EACL 2009: 215-223 - [c74]Daniel Ramage, Paul Heymann, Christopher D. Manning, Hector Garcia-Molina:
Clustering the tagged web. WSDM 2009: 54-63 - [e2]Chris Callison-Burch, Ido Dagan, Christopher D. Manning, Marco Pennacchiotti, Fabio Massimo Zanzotto:
Proceedings of the 2009 Workshop on Applied Textual Inference, TextInfer@ACL 2009, Suntec, Singapore, August 6, 2009. Association for Computational Linguistics 2009, ISBN 978-1-932432-48-0 [contents] - [i3]Eneko Agirre, Angel X. Chang, Daniel Jurafsky, Christopher D. Manning, Valentin I. Spitkovsky, Eric Yeh:
Stanford-UBC at TAC-KBP. TAC 2009 - 2008
- [b2]Christopher D. Manning, Prabhakar Raghavan, Hinrich Schütze:
Introduction to information retrieval. Cambridge University Press 2008, ISBN 978-0-521-86571-5, pp. I-XXI, 1-482 - [j4]Kristina Toutanova, Aria Haghighi, Christopher D. Manning:
A Global Joint Model for Semantic Role Labeling. Comput. Linguistics 34(2): 161-191 (2008) - [c73]Jenny Rose Finkel, Christopher D. Manning:
Enforcing Transitivity in Coreference Resolution. ACL (2) 2008: 45-48 - [c72]Sharon Goldwater, Daniel Jurafsky, Christopher D. Manning:
Which Words Are Hard to Recognize? Prosodic, Lexical, and Disfluency Factors that Increase ASR Error Rates. ACL 2008: 380-388 - [c71]Jenny Rose Finkel, Alex Kleeman, Christopher D. Manning:
Efficient, Feature-based, Conditional Random Field Parsing. ACL 2008: 959-967 - [c70]Marie-Catherine de Marneffe, Anna N. Rafferty, Christopher D. Manning:
Finding Contradictions in Text. ACL 2008: 1039-1047 - [c69]Marie-Catherine de Marneffe, Christopher D. Manning:
The Stanford Typed Dependencies Representation. CF+CDPE@COLING 2008: 1-8 - [c68]Bill MacCartney, Christopher D. Manning:
Modeling Semantic Containment and Exclusion in Natural Language Inference. COLING 2008: 521-528 - [c67]David Hall, Daniel Jurafsky, Christopher D. Manning:
Studying the History of Ideas Using Topic Models. EMNLP 2008: 363-371 - [c66]Ramesh Nallapati, Christopher D. Manning:
Legal Docket Classification: Where Machine Learning Stumbles. EMNLP 2008: 438-446 - [c65]Bill MacCartney, Michel Galley, Christopher D. Manning:
A Phrase-Based Alignment Model for Natural Language Inference. EMNLP 2008: 802-811 - [c64]Michel Galley, Christopher D. Manning:
A Simple and Effective Hierarchical Phrase Reordering Model. EMNLP 2008: 848-856 - [c63]Thorsten Trippel, Michael Maxwell, Greville Corbett, Cambell Prince, Christopher D. Manning, Stephen Grimes, Steven Moran:
Lexicon Schemas and Related Data Models: when Standards Meet Users. LREC 2008 - [c62]Daniel M. Cer, Dan Jurafsky, Christopher D. Manning:
Regularization and Search for Minimum Error Rate Training. WMT@ACL 2008: 26-34 - [c61]Pi-Chuan Chang, Michel Galley, Christopher D. Manning:
Optimizing Chinese Word Segmentation for Machine Translation Performance. WMT@ACL 2008: 224-232 - [e1]Johan Bos, Edward John Briscoe, Aoife Cahill, John Carroll, Stephen Clark, Ann A. Copestake, Dan Flickinger, Josef van Genabith, Julia Hockenmaier, Aravind K. Joshi, Ronald M. Kaplan, Tracy Holloway King, Sandra Kübler, Dekang Lin, Jan Tore Lønning, Christopher D. Manning, Yusuke Miyao, Joakim Nivre, Stephan Oepen, Kenji Sagae, Nianwen Xue, Yi Zhang:
Proceedings of the workshop on Cross-Framework and Cross-Domain Parser Evaluation@COLING 2008, Manchester, UK, August 23, 2008. Coling 2008 Organizing Committee 2008, ISBN 978-1-905593-50-7 [contents] - [i2]Sebastian Padó, Marie-Catherine de Marneffe, Bill MacCartney, Anna N. Rafferty, Eric Yeh, Christopher D. Manning:
Deciding Entailment and Contradiction with Stochastic and Edit Distance-based Alignment. TAC 2008 - 2007
- [c60]Marie-Catherine de Marneffe, Trond Grenager, Bill MacCartney, Daniel M. Cer, Daniel Ramage, Chloé Kiddon, Christopher D. Manning:
Robust Graph Alignment Methods for Textual Inference and Machine Reading. AAAI Spring Symposium: Machine Reading 2007: 36-42 - [c59]Nathanael Chambers, Daniel M. Cer, Trond Grenager, David Hall, Chloé Kiddon, Bill MacCartney, Marie-Catherine de Marneffe, Daniel Ramage, Eric Yeh, Christopher D. Manning:
Learning Alignments and Leveraging Natural Logic. ACL-PASCAL@ACL 2007: 165-170 - [c58]Jenny Rose Finkel, Trond Grenager, Christopher D. Manning:
The Infinite Tree. ACL 2007 - [c57]Bill MacCartney, Christopher D. Manning:
Natural Logic for Textual Inference. ACL-PASCAL@ACL 2007: 193-200 - [c56]Yun-Hsuan Sung, Constantinos Boulis, Christopher D. Manning, Dan Jurafsky:
Regularization, adaptation, and non-independent features improve hidden conditional random fields for phone classification. ASRU 2007: 347-352 - 2006
- [c55]Vijay Krishnan, Christopher D. Manning:
An Effective Two-Stage Model for Exploiting Non-Local Dependencies in Named Entity Recognition. ACL 2006 - [c54]Trond Grenager, Christopher D. Manning:
Unsupervised Discovery of a Statistical Verb Lexicon. EMNLP 2006: 1-8 - [c53]Jenny Rose Finkel, Christopher D. Manning, Andrew Y. Ng:
Solving the Problem of Cascading Errors: Approximate Bayesian Inference for Linguistic Annotation Pipelines. EMNLP 2006: 618-626 - [c52]Marie-Catherine de Marneffe, Bill MacCartney, Christopher D. Manning:
Generating Typed Dependency Parses from Phrase Structure Parses. LREC 2006: 449-454 - [c51]Bill MacCartney, Trond Grenager, Marie-Catherine de Marneffe, Daniel M. Cer, Christopher D. Manning:
Learning to recognize features of valid textual entailments. HLT-NAACL 2006 - [c50]Gang Ji, Jeff A. Bilmes, Jeff Michels, Katrin Kirchhoff, Christopher D. Manning:
Graphical Model Representations of Word Lattices. SLT 2006: 162-165 - 2005
- [j3]Jenny Rose Finkel, Shipra Dingare, Christopher D. Manning, Malvina Nissim, Beatrice Alex, Claire Grover:
Exploring the boundaries: gene and protein identification in biomedical text. BMC Bioinform. 6(S-1) (2005) - [j2]Dan Klein, Christopher D. Manning:
Natural language grammar induction with a generative constituent-context model. Pattern Recognit. 38(9): 1407-1419 (2005) - [c49]Rajat Raina, Andrew Y. Ng, Christopher D. Manning:
Robust Textual Inference Via Learning and Abductive Reasoning. AAAI 2005: 1099-1105 - [c48]Jenny Rose Finkel, Trond Grenager, Christopher D. Manning:
Incorporating Non-local Information into Information Extraction Systems by Gibbs Sampling. ACL 2005: 363-370 - [c47]Trond Grenager, Dan Klein, Christopher D. Manning:
Unsupervised Learning of Field Segmentation Models for Information Extraction. ACL 2005: 371-378 - [c46]Kristina Toutanova, Aria Haghighi, Christopher D. Manning:
Joint Learning Improves Semantic Role Labeling. ACL 2005: 589-596 - [c45]Huihsin Tseng, Pi-Chuan Chang, Galen Andrew, Daniel Jurafsky, Christopher D. Manning:
A Conditional Random Field Word Segmenter for Sighan Bakeoff 2005. SIGHAN@IJCNLP 2005 2005 - [c44]Huihsin Tseng, Daniel Jurafsky, Christopher D. Manning:
Morphological features help POS tagging of unknown words across language varieties. SIGHAN@IJCNLP 2005 2005 - [c43]Aria Haghighi, Kristina Toutanova, Christopher D. Manning:
A Joint Model for Semantic Role Labeling. CoNLL 2005: 173-176 - [c42]Aria Haghighi, Andrew Y. Ng, Christopher D. Manning:
Robust Textual Inference via Graph Matching. HLT/EMNLP 2005: 387-394 - 2004
- [c41]Roger Levy, Christopher D. Manning:
Deep Dependencies from Context-Free Statistical Parsers: Correcting the Surface Dependency Approximation. ACL 2004: 327-334 - [c40]Dan Klein, Christopher D. Manning:
Corpus-Based Induction of Syntactic Structure: Models of Dependency and Constituency. ACL 2004: 478-485 - [c39]Jenny Rose Finkel, Shipra Dingare, Huy Nguyen, Malvina Nissim, Christopher D. Manning, Gail Sinclair:
Exploiting Context for Biomedical Entity Recognition: From Syntax to the Web. NLPBA/BioNLP 2004 - [c38]Christopher D. Manning:
Language Learning: Beyond Thunderdome. CoNLL 2004: 138 - [c37]Satoshi Oyama, Christopher D. Manning:
Using Feature Conjunctions Across Examples for Learning Pairwise Classifiers. ECML 2004: 322-333 - [c36]Ben Taskar, Dan Klein, Michael Collins, Daphne Koller, Christopher D. Manning:
Max-Margin Parsing. EMNLP 2004: 1-8 - [c35]Galen Andrew, Trond Grenager, Christopher D. Manning:
Verb Sense and Subcategorization: Using Joint Inference to Improve Performance on Complementary Task. EMNLP 2004: 150-157 - [c34]Kristina Toutanova, Penka Markova, Christopher D. Manning:
The Leaf Path Projection View of Parse Trees: Exploring String Kernels for HPSG Parse Selection. EMNLP 2004: 166-173 - [c33]Kristina Toutanova, Christopher D. Manning, Andrew Y. Ng:
Learning random walk models for inducing word dependency distributions. ICML 2004 - 2003
- [c32]Dan Klein, Christopher D. Manning:
Accurate Unlexicalized Parsing. ACL 2003: 423-430 - [c31]Roger Levy, Christopher D. Manning:
Is it Harder to Parse Chinese, or the Chinese Treebank? ACL 2003: 439-446 - [c30]Dan Klein, Joseph Smarr, Huy Nguyen, Christopher D. Manning:
Named Entity Recognition with Character-Level Models. CoNLL 2003: 180-183 - [c29]Cynthia A. Thompson, Roger Levy, Christopher D. Manning:
A Generative Model for Semantic Role Labeling. ECML 2003: 397-408 - [c28]Kristina Toutanova, Mark Mitchell, Christopher D. Manning:
Optimizing Local Probability Models for Statistical Parsing. ECML 2003: 409-420 - [c27]Sepandar D. Kamvar, Dan Klein, Christopher D. Manning:
Spectral Learning. IJCAI 2003: 561-566 - [c26]Dan Klein, Christopher D. Manning:
Factored A* Search for Models over Sequences and Trees. IJCAI 2003: 1246-1251 - [c25]Dan Klein, Christopher D. Manning:
A* Parsing: Fast Exact Viterbi Parse Selection. HLT-NAACL 2003 - [c24]Christopher D. Manning, Dan Klein:
Optimization, Maxent Models, and Conditional Estimation without Magic. HLT-NAACL 2003 - [c23]Kristina Toutanova, Dan Klein, Christopher D. Manning, Yoram Singer:
Feature-Rich Part-of-Speech Tagging with a Cyclic Dependency Network. HLT-NAACL 2003 - [c22]Ofer Dekel, Christopher D. Manning, Yoram Singer:
Log-Linear Models for Label Ranking. NIPS 2003: 497-504 - [c21]Sepandar D. Kamvar, Taher H. Haveliwala, Christopher D. Manning, Gene H. Golub:
Extrapolation methods for accelerating PageRank computations. WWW 2003: 261-270 - 2002
- [c20]Dan Klein, Christopher D. Manning:
A Generative Constituent-Context Model for Improved Grammar Induction. ACL 2002: 128-135 - [c19]Stephan Oepen, Kristina Toutanova, Stuart M. Shieber, Christopher D. Manning, Dan Flickinger, Thorsten Brants:
The LinGO Redwoods Treebank: Motivation and Preliminary Applications. COLING 2002 - [c18]Kristina Toutanova, Christopher D. Manning:
Feature Selection for a Rich HPSG Grammar Using Decision Trees. CoNLL 2002 - [c17]Dan Klein, Christopher D. Manning:
Conditional Structure versus Conditional Estimation in NLP Models. EMNLP 2002: 9-16 - [c16]Kristina Toutanova, H. Tolga Ilhan, Christopher D. Manning:
Extentions to HMM-based Statistical Word Alignment Models. EMNLP 2002: 87-94 - [c15]Sepandar D. Kamvar, Dan Klein, Christopher D. Manning:
Interpreting and Extending Classical Agglomerative Clustering Algorithms using a Model-Based approach. ICML 2002: 283-290 - [c14]Dan Klein, Sepandar D. Kamvar, Christopher D. Manning:
From Instance-level Constraints to Space-Level Constraints: Making the Most of Prior Knowledge in Data Clustering. ICML 2002: 307-314 - [c13]Dan Klein, Christopher D. Manning:
Fast Exact Inference with a Factored Model for Natural Language Parsing. NIPS 2002: 3-10 - [c12]Dan Klein, Kristina Toutanova, H. Tolga Ilhan, Sepandar D. Kamvar, Christopher D. Manning:
Combining Heterogeneous Classifiers for Word Sense Disambiguation. SENSEVAL 2002: 74-80 - 2001
- [b1]Christopher D. Manning, Hinrich Schütze:
Foundations of statistical natural language processing. MIT Press 2001, ISBN 978-0-262-13360-9, pp. I-XXXVII, 1-680 - [j1]Christopher D. Manning, Kevin Jansz, Nitin Indurkhya:
Kirrkirr: Software for Browsing and Visual Exploration of a Structured Warlpiri Dictionary. Lit. Linguistic Comput. 16(2): 135-151 (2001) - [c11]Dan Klein, Christopher D. Manning:
Parsing with Treebank Grammars: Empirical Bounds, Theoretical Models, and the Structure of the Penn Treebank. ACL 2001: 330-337 - [c10]Dan Klein, Christopher D. Manning:
Distributional phrase structure induction. CoNLL 2001 - [c9]Dan Klein, Christopher D. Manning:
Parsing and Hypergraphs. IWPT 2001 - [c8]Dan Klein, Christopher D. Manning:
Natural Language Grammar Induction Using a Constituent-Context Model. NIPS 2001: 35-42 - [c7]H. Tolga Ilhan, Sepandar D. Kamvar, Dan Klein, Christopher D. Manning, Kristina Toutanova:
Combining Heterogeneous Classifiers for Word-Sense Disambiguation. SENSEVAL@ACL 2001: 87-90 - 2000
- [c6]Howard R. Strasberg, Christopher D. Manning, Thomas C. Rindfleisch, Kenneth L. Melmon:
What's related? Generalizing approaches to related articles in medicine. AMIA 2000 - [c5]Kristina Toutanvoa, Christopher D. Manning:
Enriching the Knowledge Sources Used in a Maximum Entropy Part-of-Speech Tagger. EMNLP 2000: 63-70
1990 – 1999
- 1999
- [c4]Christopher D. Manning:
Linguistics in an Age of Engineering. PACLIC 1999: 1 - 1998
- [c3]Christopher D. Manning:
The segmentation problem in morphology learning. CoNLL 1998: 299-306 - 1997
- [c2]Christopher D. Manning, Bob Carpenter:
Probabilistic Parsing using Left Corner Language Models. IWPT 1997: 147-158 - [i1]Christopher D. Manning, Bob Carpenter:
Probabilistic Parsing Using Left Corner Language Models. CoRR cmp-lg/9711003 (1997) - 1993
- [c1]Christopher D. Manning:
Automatic Acquisition of a Large Subcategorization Dictionary from Corpora. ACL 1993: 235-242
Coauthor Index
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