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ORCIDEkaterina Shutova
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2020 – today
- 2024
[c67]Alina Leidinger, Robert van Rooij, Ekaterina Shutova:
Are LLMs classical or nonmonotonic reasoners? Lessons from generics. ACL (Short Papers) 2024: 558-573- [c66]Xiaoyu Tong, Rochelle Choenni, Martha Lewis, Ekaterina Shutova:
Metaphor Understanding Challenge Dataset for LLMs. ACL (1) 2024: 3517-3536 - [c65]Rochelle Choenni, Anne Lauscher, Ekaterina Shutova:
The Echoes of Multilinguality: Tracing Cultural Value Shifts during Language Model Fine-tuning. ACL (1) 2024: 15042-15058 - [c64]Zhi Zhang, Qizhe Zhang, Zijun Gao, Renrui Zhang, Ekaterina Shutova, Shiji Zhou, Shanghang Zhang:
Gradient-based Parameter Selection for Efficient Fine-Tuning. CVPR 2024: 28566-28577 - [c63]Rochelle Choenni, Ekaterina Shutova, Dan Garrette:
Examining Modularity in Multilingual LMs via Language-Specialized Subnetworks. NAACL-HLT (Findings) 2024: 287-301 - [c62]Ivo Verhoeven, Pushkar Mishra, Rahel Beloch, Helen Yannakoudakis, Ekaterina Shutova:
A (More) Realistic Evaluation Setup for Generalisation of Community Models on Malicious Content Detection. NAACL-HLT (Findings) 2024: 437-463 - [c61]Jay Owers, Ekaterina Shutova, Martha Lewis
:
Density Matrices for Metaphor Understanding. QPL 2024: 197-215 - [i48]Xiaoyu Tong, Rochelle Choenni, Martha Lewis, Ekaterina Shutova:
Metaphor Understanding Challenge Dataset for LLMs. CoRR abs/2403.11810 (2024) - [i47]Ivo Verhoeven, Pushkar Mishra, Rahel Beloch, Helen Yannakoudakis, Ekaterina Shutova:
A (More) Realistic Evaluation Setup for Generalisation of Community Models on Malicious Content Detection. CoRR abs/2404.01822 (2024) - [i46]Rochelle Choenni, Anne Lauscher, Ekaterina Shutova:
The Echoes of Multilinguality: Tracing Cultural Value Shifts during LM Fine-tuning. CoRR abs/2405.12744 (2024) - [i45]Alina Leidinger, Robert van Rooij, Ekaterina Shutova:
Are LLMs classical or nonmonotonic reasoners? Lessons from generics. CoRR abs/2406.06590 (2024) - [i44]Rochelle Choenni, Sara Rajaee, Christof Monz, Ekaterina Shutova:
On the Evaluation Practices in Multilingual NLP: Can Machine Translation Offer an Alternative to Human Translations? CoRR abs/2406.14267 (2024) - [i43]Gianluca Michelli, Xiaoyu Tong, Ekaterina Shutova:
A framework for annotating and modelling intentions behind metaphor use. CoRR abs/2407.03952 (2024) - [i42]Joy Crosbie, Ekaterina Shutova:
Induction Heads as an Essential Mechanism for Pattern Matching in In-context Learning. CoRR abs/2407.07011 (2024) - [i41]Rochelle Choenni, Ekaterina Shutova:
Self-Alignment: Improving Alignment of Cultural Values in LLMs via In-Context Learning. CoRR abs/2408.16482 (2024) - [i40]Ivo Verhoeven, Pushkar Mishra, Ekaterina Shutova:
Yesterday's News: Benchmarking Multi-Dimensional Out-of-Distribution Generalisation of Misinformation Detection Models. CoRR abs/2410.18122 (2024) - [i39]Zhi Zhang, Jiayi Shen, Congfeng Cao, Gaole Dai, Shiji Zhou, Qizhe Zhang, Shanghang Zhang, Ekaterina Shutova:
Proactive Gradient Conflict Mitigation in Multi-Task Learning: A Sparse Training Perspective. CoRR abs/2411.18615 (2024) - [i38]Zhi Zhang, Srishti Yadav, Fengze Han, Ekaterina Shutova:
Cross-modal Information Flow in Multimodal Large Language Models. CoRR abs/2411.18620 (2024) - 2023
- [j12]Rochelle Choenni, Dan Garrette, Ekaterina Shutova:
Cross-Lingual Transfer with Language-Specific Subnetworks for Low-Resource Dependency Parsing. Comput. Linguistics 49(3): 613-641 (2023) - [j11]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) - [c60]Simone Tedeschi, Johan Bos, Thierry Declerck, Jan Hajic, Daniel Hershcovich, Eduard H. Hovy, Alexander Koller, Simon Krek, Steven Schockaert, Rico Sennrich, Ekaterina Shutova, Roberto Navigli:
What's the Meaning of Superhuman Performance in Today's NLU? ACL (1) 2023: 12471-12491 - [c59]Daniel Baleato Rodríguez, Verna Dankers, Preslav Nakov, Ekaterina Shutova:
Paper Bullets: Modeling Propaganda with the Help of Metaphor. EACL (Findings) 2023: 472-489 - [c58]Niels van der Heijden, Ekaterina Shutova, Helen Yannakoudakis:
K-hop neighbourhood regularization for few-shot learning on graphs: A case study of text classification. EACL 2023: 1179-1192 - [c57]Zhi Zhang, Helen Yannakoudakis, Xiantong Zhen, Ekaterina Shutova:
CK-Transformer: Commonsense Knowledge Enhanced Transformers for Referring Expression Comprehension. EACL (Findings) 2023: 2541-2551 - [c56]Giulio Starace, Konstantinos Papakostas, Rochelle Choenni, Apostolos Panagiotopoulos, Matteo Rosati, Alina Leidinger, Ekaterina Shutova:
Probing LLMs for Joint Encoding of Linguistic Categories. EMNLP (Findings) 2023: 7158-7179 - [c55]Alina Leidinger, Robert van Rooij, Ekaterina Shutova:
The language of prompting: What linguistic properties make a prompt successful? EMNLP (Findings) 2023: 9210-9232 - [c54]Rochelle Choenni, Dan Garrette, Ekaterina Shutova:
How do languages influence each other? Studying cross-lingual data sharing during LM fine-tuning. EMNLP 2023: 13244-13257 - [i37]Niels van der Heijden, Ekaterina Shutova, Helen Yannakoudakis:
FewShotTextGCN: K-hop neighborhood regularization for few-shot learning on graphs. CoRR abs/2301.10481 (2023) - [i36]Zhi Zhang, Helen Yannakoudakis, Xiantong Zhen, Ekaterina Shutova:
CK-Transformer: Commonsense Knowledge Enhanced Transformers for Referring Expression Comprehension. CoRR abs/2302.09027 (2023) - [i35]Simone Tedeschi, Johan Bos, Thierry Declerck, Jan Hajic, Daniel Hershcovich, Eduard H. Hovy, Alexander Koller, Simon Krek, Steven Schockaert, Rico Sennrich, Ekaterina Shutova, Roberto Navigli:
What's the Meaning of Superhuman Performance in Today's NLU? CoRR abs/2305.08414 (2023) - [i34]Rochelle Choenni, Dan Garrette, Ekaterina Shutova:
How do languages influence each other? Studying cross-lingual data sharing during LLM fine-tuning. CoRR abs/2305.13286 (2023) - [i33]Giulio Starace, Konstantinos Papakostas, Rochelle Choenni, Apostolos Panagiotopoulos, Matteo Rosati, Alina Leidinger, Ekaterina Shutova:
Probing LLMs for Joint Encoding of Linguistic Categories. CoRR abs/2310.18696 (2023) - [i32]Claire E. Stevenson, Mathilde ter Veen, Rochelle Choenni, Han L. J. van der Maas, Ekaterina Shutova:
Do large language models solve verbal analogies like children do? CoRR abs/2310.20384 (2023) - [i31]Alina Leidinger, Robert van Rooij, Ekaterina Shutova:
The language of prompting: What linguistic properties make a prompt successful? CoRR abs/2311.01967 (2023) - [i30]Rochelle Choenni, Ekaterina Shutova, Dan Garrette:
Examining Modularity in Multilingual LMs via Language-Specialized Subnetworks. CoRR abs/2311.08273 (2023) - [i29]Zhi Zhang, Qizhe Zhang, Zijun Gao, Renrui Zhang, Ekaterina Shutova, Shiji Zhou, Shanghang Zhang:
Gradient-based Parameter Selection for Efficient Fine-Tuning. CoRR abs/2312.10136 (2023) - 2022
- [j10]Rochelle Choenni, Ekaterina Shutova:
Investigating Language Relationships in Multilingual Sentence Encoders Through the Lens of Linguistic Typology. Comput. Linguistics 48(3): 635-672 (2022) - [c53]Anna Langedijk, Verna Dankers, Phillip Lippe, Sander Bos, Bryan Cardenas Guevara, Helen Yannakoudakis, Ekaterina Shutova:
Meta-Learning for Fast Cross-Lingual Adaptation in Dependency Parsing. ACL (1) 2022: 8503-8520 - [c52]Tamara Czinczoll, Helen Yannakoudakis, Pushkar Mishra, Ekaterina Shutova:
Scientific and Creative Analogies in Pretrained Language Models. EMNLP (Findings) 2022: 2094-2100 - [e7]Wanxiang Che, Ekaterina Shutova:
Proceedings of the The 2022 Conference on Empirical Methods in Natural Language Processing, EMNLP 2022 - System Demonstrations, Abu Dhabi, UAE, December 7-11, 2022. Association for Computational Linguistics 2022, ISBN 978-1-959429-41-8 [contents] - [i28]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) - [i27]Avyav Kumar Singh, Ekaterina Shutova, Helen Yannakoudakis:
Learning New Tasks from a Few Examples with Soft-Label Prototypes. CoRR abs/2210.17437 (2022) - [i26]Rochelle Choenni, Dan Garrette, Ekaterina Shutova:
Data-Efficient Cross-Lingual Transfer with Language-Specific Subnetworks. CoRR abs/2211.00106 (2022) - [i25]Tamara Czinczoll, Helen Yannakoudakis, Pushkar Mishra, Ekaterina Shutova:
Scientific and Creative Analogies in Pretrained Language Models. CoRR abs/2211.15268 (2022) - 2021
- [c51]Rishav Hada, Sohi Sudhir, Pushkar Mishra, Helen Yannakoudakis, Saif M. Mohammad, Ekaterina Shutova:
Ruddit: Norms of Offensiveness for English Reddit Comments. ACL/IJCNLP (1) 2021: 2700-2717 - [c50]Ying-Jun Du, Nithin Holla, Xiantong Zhen, Cees Snoek, Ekaterina Shutova:
Meta-Learning with Variational Semantic Memory for Word Sense Disambiguation. ACL/IJCNLP (1) 2021: 5254-5268 - [c49]Vesna G. Djokic, Ekaterina Shutova, Rebecca Fiebrink:
MetaVR: Understanding metaphors in the mind and relation to emotion through immersive, spatial interaction. CHI Extended Abstracts 2021: 185:1-185:4 - [c48]Vesna G. Djokic, Ekaterina Shutova, Verna Dankers:
Episodic memory demands modulate novel metaphor use during event narration. CogSci 2021 - [c47]Pere-Lluís Huguet Cabot, David Abadi, Agneta Fischer, Ekaterina Shutova:
Us vs. Them: A Dataset of Populist Attitudes, News Bias and Emotions. EACL 2021: 1921-1945 - [c46]Niels van der Heijden, Helen Yannakoudakis, Pushkar Mishra, Ekaterina Shutova:
Multilingual and cross-lingual document classification: A meta-learning approach. EACL 2021: 1966-1976 - [c45]Rochelle Choenni, Ekaterina Shutova, Robert van Rooij:
Stepmothers are mean and academics are pretentious: What do pretrained language models learn about you? EMNLP (1) 2021: 1477-1491 - [c44]Pushkar Mishra, Helen Yannakoudakis, Ekaterina Shutova:
Modeling Users and Online Communities for Abuse Detection: A Position on Ethics and Explainability. EMNLP (Findings) 2021: 3374-3385 - [c43]Vinodkumar Prabhakaran, Marek Rei, Ekaterina Shutova:
How Metaphors Impact Political Discourse: A Large-Scale Topic-Agnostic Study Using Neural Metaphor Detection. ICWSM 2021: 503-512 - [c42]Xiaoyu Tong, Ekaterina Shutova, Martha Lewis:
Recent advances in neural metaphor processing: A linguistic, cognitive and social perspective. NAACL-HLT 2021: 4673-4686 - [c41]Aman Hussain, Nithin Holla, Pushkar Mishra, Helen Yannakoudakis, Ekaterina Shutova:
Towards a robust experimental framework and benchmark for lifelong language learning. NeurIPS Datasets and Benchmarks 2021 - [i24]Niels van der Heijden, Helen Yannakoudakis, Pushkar Mishra, Ekaterina Shutova:
Multilingual and cross-lingual document classification: A meta-learning approach. CoRR abs/2101.11302 (2021) - [i23]Pere-Lluís Huguet Cabot, David Abadi, Agneta Fischer, Ekaterina Shutova:
Us vs. Them: A Dataset of Populist Attitudes, News Bias and Emotions. CoRR abs/2101.11956 (2021) - [i22]Pushkar Mishra, Helen Yannakoudakis, Ekaterina Shutova:
The User behind the Abuse: A Position on Ethics and Explainability. CoRR abs/2103.17191 (2021) - [i21]Vinodkumar Prabhakaran, Marek Rei, Ekaterina Shutova:
How Metaphors Impact Political Discourse: A Large-Scale Topic-Agnostic Study Using Neural Metaphor Detection. CoRR abs/2104.03928 (2021) - [i20]Anna Langedijk, Verna Dankers, Phillip Lippe, Sander Bos, Bryan Cardenas Guevara, Helen Yannakoudakis, Ekaterina Shutova:
Meta-learning for fast cross-lingual adaptation in dependency parsing. CoRR abs/2104.04736 (2021) - [i19]Ying-Jun Du, Nithin Holla, Xiantong Zhen, Cees G. M. Snoek, Ekaterina Shutova:
Meta-Learning with Variational Semantic Memory for Word Sense Disambiguation. CoRR abs/2106.02960 (2021) - [i18]Rishav Hada, Sohi Sudhir, Pushkar Mishra, Helen Yannakoudakis, Saif M. Mohammad, Ekaterina Shutova:
Ruddit: Norms of Offensiveness for English Reddit Comments. CoRR abs/2106.05664 (2021) - [i17]Rochelle Choenni, Ekaterina Shutova, Robert van Rooij:
Stepmothers are mean and academics are pretentious: What do pretrained language models learn about you? CoRR abs/2109.10052 (2021) - 2020
- [j9]Vesna Djokic, Jean Maillard, Luana Bulat, Ekaterina Shutova:
Decoding Brain Activity Associated with Literal and Metaphoric Sentence Comprehension using Distributional Semantic Models. Trans. Assoc. Comput. Linguistics 8: 231-246 (2020) - [c40]Arie Soeteman, E. Dario Gutiérrez, Elia Bruni, Ekaterina Shutova:
Modelling Form-Meaning Systematicity with Linguistic and Visual Features. AAAI 2020: 8870-8877 - [c39]Niels van der Heijden, Samira Abnar, Ekaterina Shutova:
A Comparison of Architectures and Pretraining Methods for Contextualized Multilingual Word Embeddings. AAAI 2020: 9090-9097 - [c38]Santhosh Rajamanickam, Pushkar Mishra, Helen Yannakoudakis, Ekaterina Shutova:
Joint Modelling of Emotion and Abusive Language Detection. ACL 2020: 4270-4279 - [c37]Verna Dankers, Karan Malhotra, Gaurav Kudva, Volodymyr Medentsiy, Ekaterina Shutova:
Being neighbourly: Neural metaphor identification in discourse. Fig-Lang@ACL 2020: 227-234 - [c36]Vesna Djokic, Ekaterina Shutova:
Modelling Brain Activity Associated with Metaphor Processing with Distributional Semantic Models. CogSci 2020 - [c35]Pere-Lluís Huguet Cabot, Verna Dankers, David Abadi, Agneta Fischer, Ekaterina Shutova:
The Pragmatics behind Politics: Modelling Metaphor, Framing and Emotion in Political Discourse. EMNLP (Findings) 2020: 4479-4488 - [c34]Nithin Holla, Pushkar Mishra, Helen Yannakoudakis, Ekaterina Shutova:
Learning to Learn to Disambiguate: Meta-Learning for Few-Shot Word Sense Disambiguation. EMNLP (Findings) 2020: 4517-4533 - [c33]Douwe Kiela, Hamed Firooz, Aravind Mohan, Vedanuj Goswami, Amanpreet Singh, Casey A. Fitzpatrick, Peter Bull, Greg Lipstein, Tony Nelli, Ron Zhu, Niklas Muennighoff, Riza Velioglu, Jewgeni Rose, Phillip Lippe, Nithin Holla, Shantanu Chandra, Santhosh Rajamanickam, Georgios Antoniou, Ekaterina Shutova, Helen Yannakoudakis, Vlad Sandulescu, Umut Ozertem, Patrick Pantel, Lucia Specia, Devi Parikh:
The Hateful Memes Challenge: Competition Report. NeurIPS (Competition and Demos) 2020: 344-360 - [e6]Beata Beigman Klebanov, Ekaterina Shutova, Patricia Lichtenstein, Smaranda Muresan, Chee Wee Leong, Anna Feldman, Debanjan Ghosh:
Proceedings of the Second Workshop on Figurative Language Processing, Fig-Lang@ACL 2020, Online, July 9, 2020. Association for Computational Linguistics 2020, ISBN 978-1-952148-12-5 [contents] - [e5]Aurélie Herbelot, Xiaodan Zhu, Alexis Palmer, Nathan Schneider, Jonathan May, Ekaterina Shutova:
Proceedings of the Fourteenth Workshop on Semantic Evaluation, SemEval@COLING 2020, Barcelona (online), December 12-13, 2020. International Committee for Computational Linguistics 2020, ISBN 978-1-952148-31-6 [contents] - [i16]Nithin Holla, Pushkar Mishra, Helen Yannakoudakis, Ekaterina Shutova:
Learning to Learn to Disambiguate: Meta-Learning for Few-Shot Word Sense Disambiguation. CoRR abs/2004.14355 (2020) - [i15]Santhosh Rajamanickam, Pushkar Mishra, Helen Yannakoudakis, Ekaterina Shutova:
Joint Modelling of Emotion and Abusive Language Detection. CoRR abs/2005.14028 (2020) - [i14]Shantanu Chandra, Pushkar Mishra, Helen Yannakoudakis, Madhav Nimishakavi, Marzieh Saeidi, Ekaterina Shutova:
Graph-based Modeling of Online Communities for Fake News Detection. CoRR abs/2008.06274 (2020) - [i13]Nithin Holla, Pushkar Mishra, Helen Yannakoudakis, Ekaterina Shutova:
Meta-Learning with Sparse Experience Replay for Lifelong Language Learning. CoRR abs/2009.04891 (2020) - [i12]Rochelle Choenni, Ekaterina Shutova:
What does it mean to be language-agnostic? Probing multilingual sentence encoders for typological properties. CoRR abs/2009.12862 (2020) - [i11]Rochelle Choenni, Ekaterina Shutova:
Cross-neutralising: Probing for joint encoding of linguistic information in multilingual models. CoRR abs/2010.12825 (2020) - [i10]Phillip Lippe, Nithin Holla, Shantanu Chandra, Santhosh Rajamanickam, Georgios Antoniou, Ekaterina Shutova, Helen Yannakoudakis:
A Multimodal Framework for the Detection of Hateful Memes. CoRR abs/2012.12871 (2020)
2010 – 2019
- 2019
- [j8]Edoardo Maria Ponti, Helen O'Horan, Yevgeni Berzak, Ivan Vulic, Roi Reichart, Thierry Poibeau, Ekaterina Shutova, Anna Korhonen:
Modeling Language Variation and Universals: A Survey on Typological Linguistics for Natural Language Processing. Comput. Linguistics 45(3): 559-601 (2019) - [c32]Vesna Djokic, Jean Maillard, Luana Bulat, Ekaterina Shutova:
Modeling Affirmative and Negated Action Processing in the Brain with Lexical and Compositional Semantic Models. ACL (1) 2019: 5155-5165 - [c31]Vesna Djokic, Jean Maillard, Luana Bulat, Ekaterina Shutova:
Decoding Affirmative and Negated Action-Related Sentences in the Brain with Distributional Semantic Models. CogSci 2019: 1660 - [c30]Verna Dankers, Marek Rei, Martha Lewis, Ekaterina Shutova:
Modelling the interplay of metaphor and emotion through multitask learning. EMNLP/IJCNLP (1) 2019: 2218-2229 - [c29]Jesse Mu, Helen Yannakoudakis, Ekaterina Shutova:
Learning Outside the Box: Discourse-level Features Improve Metaphor Identification. NAACL-HLT (1) 2019: 596-601 - [c28]Pushkar Mishra, Marco Del Tredici, Helen Yannakoudakis, Ekaterina Shutova:
Abusive Language Detection with Graph Convolutional Networks. NAACL-HLT (1) 2019: 2145-2150 - [c27]Guy Aglionby, Christopher Davis, Pushkar Mishra, Andrew Caines, Helen Yannakoudakis, Marek Rei, Ekaterina Shutova, Paula Buttery:
CAMsterdam at SemEval-2019 Task 6: Neural and graph-based feature extraction for the identification of offensive tweets. SemEval@NAACL-HLT 2019: 556-563 - [c26]Christopher Davis, Luana Bulat, Anita Lilla Vero, Ekaterina Shutova:
Deconstructing multimodality: visual properties and visual context in human semantic processing. *SEM@NAACL-HLT 2019: 118-124 - [e4]Jonathan May, Ekaterina Shutova, Aurélie Herbelot, Xiaodan Zhu, Marianna Apidianaki, Saif M. Mohammad:
Proceedings of the 13th International Workshop on Semantic Evaluation, SemEval@NAACL-HLT 2019, Minneapolis, MN, USA, June 6-7, 2019. Association for Computational Linguistics 2019, ISBN 978-1-950737-06-2 [contents] - [e3]Rada Mihalcea, Ekaterina Shutova, Lun-Wei Ku, Kilian Evang, Soujanya Poria:
Proceedings of the Eighth Joint Conference on Lexical and Computational Semantics, *SEM@NAACL-HLT 2019, Minneapolis, MN, USA, June 6-7, 2019. Association for Computational Linguistics 2019, ISBN 978-1-948087-93-3 [contents] - [i9]Pushkar Mishra, Marco Del Tredici, Helen Yannakoudakis, Ekaterina Shutova:
Author Profiling for Hate Speech Detection. CoRR abs/1902.06734 (2019) - [i8]Jesse Mu, Helen Yannakoudakis, Ekaterina Shutova:
Learning Outside the Box: Discourse-level Features Improve Metaphor Identification. CoRR abs/1904.02246 (2019) - [i7]Pushkar Mishra, Marco Del Tredici, Helen Yannakoudakis, Ekaterina Shutova:
Abusive Language Detection with Graph Convolutional Networks. CoRR abs/1904.04073 (2019) - [i6]Pushkar Mishra, Helen Yannakoudakis, Ekaterina Shutova:
Tackling Online Abuse: A Survey of Automated Abuse Detection Methods. CoRR abs/1908.06024 (2019) - [i5]Niels van der Heijden, Samira Abnar, Ekaterina Shutova:
A Comparison of Architectures and Pretraining Methods for Contextualized Multilingual Word Embeddings. CoRR abs/1912.10169 (2019) - 2018
- [j7]Tony Veale, Ekaterina Shutova, Beata Beigman Klebanov, Graeme Hirst, Carlo Strapparava:
Metaphor: A Computational Perspective Tony Veale, Ekaterina Shutova, and Beata Beigman Klebanov (University College Dublin, University of Cambridge, Educational Testing Service)Morgan & Claypool (Synthesis Lectures on Human Language Technologies, edited by Graeme Hirst, volume 31), 2016, xi+148 pp; paperback, ISBN 9781627058506, $55.00; ebook, ISBN 9781627058513; doi: 10.2200/S00694ED1V01Y201601HLT031. Comput. Linguistics 44(1) (2018) - [c25]Pushkar Mishra, Helen Yannakoudakis, Ekaterina Shutova:
Neural Character-based Composition Models for Abuse Detection. ALW 2018: 1-10 - [c24]Chee Wee Leong, Beata Beigman Klebanov, Ekaterina Shutova:
A Report on the 2018 VUA Metaphor Detection Shared Task. Fig-Lang@NAACL-HLT 2018: 56-66 - [c23]Pushkar Mishra, Marco Del Tredici, Helen Yannakoudakis, Ekaterina Shutova:
Author Profiling for Abuse Detection. COLING 2018: 1088-1098 - [e2]Beata Beigman Klebanov, Ekaterina Shutova, Patricia Lichtenstein, Smaranda Muresan, Chee Wee Leong:
Proceedings of the Workshop on Figurative Language Processing, Fig-Lang@NAACL-HLT 2018, New Orleans, Louisiana, 6 June 2018. Association for Computational Linguistics 2018, ISBN 978-1-948087-15-5 [contents] - [e1]Marianna Apidianaki, Saif M. Mohammad, Jonathan May, Ekaterina Shutova, Steven Bethard, Marine Carpuat:
Proceedings of The 12th International Workshop on Semantic Evaluation, SemEval@NAACL-HLT 2018, New Orleans, Louisiana, USA, June 5-6, 2018. Association for Computational Linguistics 2018, ISBN 978-1-948087-20-9 [contents] - [i4]Edoardo Maria Ponti, Helen O'Horan, Yevgeni Berzak, Ivan Vulic, Roi Reichart, Thierry Poibeau, Ekaterina Shutova, Anna Korhonen:
Modeling Language Variation and Universals: A Survey on Typological Linguistics for Natural Language Processing. CoRR abs/1807.00914 (2018) - [i3]Pushkar Mishra, Helen Yannakoudakis, Ekaterina Shutova:
Neural Character-based Composition Models for Abuse Detection. CoRR abs/1809.00378 (2018) - 2017
- [j6]Ekaterina Shutova, Lin Sun, E. Dario Gutiérrez, Patricia Lichtenstein, Srini Narayanan:
Multilingual Metaphor Processing: Experiments with Semi-Supervised and Unsupervised Learning. Comput. Linguistics 43(1): 71-123 (2017) - [c22]Ekaterina Kochmar, Ekaterina Shutova:
Modelling semantic acquisition in second language learning. BEA@EMNLP 2017: 293-302 - [c21]Patricia Lichtenstein, Ekaterina Shutova:
Metaphor congruent image schemas shape evaluative judgment: a cross-linguistic study of metaphors for economic change. CogSci 2017 - [c20]Luana Bulat, Stephen Clark, Ekaterina Shutova:
Modelling metaphor with attribute-based semantics. EACL (2) 2017: 523-528 - [c19]Luana Bulat, Stephen Clark, Ekaterina Shutova:
Speaking, Seeing, Understanding: Correlating semantic models with conceptual representation in the brain. EMNLP 2017: 1081-1091 - [c18]Marek Rei, Luana Bulat, Douwe Kiela, Ekaterina Shutova:
Grasping the Finer Point: A Supervised Similarity Network for Metaphor Detection. EMNLP 2017: 1537-1546 - [c17]Ekaterina Shutova, Andreas Wundsam, Helen Yannakoudakis:
Semantic Frames and Visual Scenes: Learning Semantic Role Inventories from Image and Video Descriptions. *SEM 2017: 149-154 - [i2]Marek Rei, Luana Bulat, Douwe Kiela, Ekaterina Shutova:
Grasping the Finer Point: A Supervised Similarity Network for Metaphor Detection. CoRR abs/1709.00575 (2017) - 2016
- [b2]Tony Veale, Ekaterina Shutova, Beata Beigman Klebanov:
Metaphor: A Computational Perspective. Synthesis Lectures on Human Language Technologies, Morgan & Claypool Publishers 2016, ISBN 978-3-031-01032-3 - [j5]E. Dario Gutiérrez, Ekaterina Shutova, Patricia Lichtenstein, Gerard de Melo, Luca Gilardi:
Detecting Cross-cultural Differences Using a Multilingual Topic Model. Trans. Assoc. Comput. Linguistics 4: 47-60 (2016) - [c16]E. Dario Gutiérrez, Ekaterina Shutova, Tyler Marghetis, Benjamin Bergen:
Literal and Metaphorical Senses in Compositional Distributional Semantic Models. ACL (1) 2016 - [c15]Beata Beigman Klebanov, Chee Wee Leong, E. Dario Gutiérrez, Ekaterina Shutova, Michael Flor:
Semantic classifications for detection of verb metaphors. ACL (2) 2016 - [c14]Ekaterina Kochmar, Ekaterina Shutova:
Cross-Lingual Lexico-Semantic Transfer in Language Learning. ACL (1) 2016 - [c13]Ekaterina Shutova, Douwe Kiela, Jean Maillard:
Black Holes and White Rabbits: Metaphor Identification with Visual Features. HLT-NAACL 2016: 160-170 - [c12]Saif M. Mohammad, Ekaterina Shutova, Peter D. Turney:
Metaphor as a Medium for Emotion: An Empirical Study. *SEM@ACL 2016 - [i1]Ekaterina Shutova, Patricia Lichtenstein:
Psychologically Motivated Text Mining. CoRR abs/1609.09019 (2016) - 2015
- [j4]Ekaterina Shutova:
Design and Evaluation of Metaphor Processing Systems. Comput. Linguistics 41(4): 579-623 (2015) - [c11]Ekaterina Shutova, Niket Tandon, Gerard de Melo:
Perceptually Grounded Selectional Preferences. ACL (1) 2015: 950-960 - [c10]Aniruddha Ghosh, Guofu Li, Tony Veale, Paolo Rosso, Ekaterina Shutova, John A. Barnden, Antonio Reyes:
SemEval-2015 Task 11: Sentiment Analysis of Figurative Language in Twitter. SemEval@NAACL-HLT 2015: 470-478 - 2013
- [j3]Ekaterina Shutova, Simone Teufel, Anna Korhonen:
Statistical Metaphor Processing. Comput. Linguistics 39(2): 301-353 (2013) - [j2]Ekaterina Shutova, Barry Devereux, Anna Korhonen:
Conceptual metaphor theory meets the data: a corpus-based human annotation study. Lang. Resour. Evaluation 47(4): 1261-1284 (2013) - [j1]Ekaterina Shutova, Jakub Kaplan, Simone Teufel, Anna Korhonen:
A computational model of logical metonymy. ACM Trans. Speech Lang. Process. 10(3): 11:1-11:28 (2013) - [c9]Ekaterina Shutova, Lin Sun:
Unsupervised Metaphor Identification Using Hierarchical Graph Factorization Clustering. HLT-NAACL 2013: 978-988 - [c8]Ekaterina Shutova:
Metaphor Identification as Interpretation. *SEM@NAACL-HLT 2013: 276-285 - 2012
- [c7]Ekaterina Shutova, Tim Van de Cruys, Anna Korhonen:
Unsupervised Metaphor Paraphrasing using a Vector Space Model. COLING (Posters) 2012: 1121-1130 - [c6]Joseph Bonneau, Ekaterina Shutova:
Linguistic Properties of Multi-word Passphrases. Financial Cryptography Workshops 2012: 1-12 - 2011
- [b1]Ekaterina Shutova:
Computational approaches to figurative language. University of Cambridge, UK, 2011 - 2010
- [c5]Ekaterina Shutova:
Models of Metaphor in NLP. ACL 2010: 688-697 - [c4]Ekaterina Shutova, Lin Sun, Anna Korhonen:
Metaphor Identification Using Verb and Noun Clustering. COLING 2010: 1002-1010 - [c3]Ekaterina Shutova, Simone Teufel:
Metaphor Corpus Annotated for Source - Target Domain Mappings. LREC 2010 - [c2]Ekaterina Shutova:
Automatic Metaphor Interpretation as a Paraphrasing Task. HLT-NAACL 2010: 1029-1037
2000 – 2009
- 2009
- [c1]Ekaterina Shutova:
Sense-based Interpretation of Logical Metonymy Using a Statistical Method. ACL/IJCNLP (Student Research Workshop) 2009: 1-9
Coauthor Index
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