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2020 – today
- 2023
[c115]Jack FitzGerald, Christopher Hench, Charith Peris, Scott Mackie, Kay Rottmann, Ana Sanchez, Aaron Nash, Liam Urbach, Vishesh Kakarala, Richa Singh, Swetha Ranganath, Laurie Crist, Misha Britan, Wouter Leeuwis, Gökhan Tür, Prem Natarajan:
MASSIVE: A 1M-Example Multilingual Natural Language Understanding Dataset with 51 Typologically-Diverse Languages. ACL (1) 2023: 4277-4302- 2022
- [c114]Aishwarya Padmakumar, Jesse Thomason, Ayush Shrivastava, Patrick Lange, Anjali Narayan-Chen, Spandana Gella, Robinson Piramuthu, Gökhan Tür, Dilek Hakkani-Tür:
TEACh: Task-Driven Embodied Agents That Chat. AAAI 2022: 2017-2025 - [c113]Ayush Shrivastava, Karthik Gopalakrishnan, Yang Liu, Robinson Piramuthu, Gökhan Tür, Devi Parikh, Dilek Hakkani-Tur:
VISITRON: Visual Semantics-Aligned Interactively Trained Object-Navigator. ACL (Findings) 2022: 1984-1994 - [c112]Jie Hao, Yang Liu, Xing Fan, Saurabh Gupta, Saleh Soltan, Rakesh Chada, Pradeep Natarajan, Chenlei Guo, Gökhan Tür:
CGF: Constrained Generation Framework for Query Rewriting in Conversational AI. EMNLP (Industry Track) 2022: 475-483 - [c111]Jack FitzGerald, Shankar Ananthakrishnan, Konstantine Arkoudas, Davide Bernardi, Abhishek Bhagia, Claudio Delli Bovi, Jin Cao, Rakesh Chada, Amit Chauhan, Luoxin Chen, Anurag Dwarakanath, Satyam Dwivedi
, Turan Gojayev, Karthik Gopalakrishnan, Thomas Gueudré, Dilek Hakkani-Tur, Wael Hamza, Jonathan J. Hüser, Kevin Martin Jose, Haidar Khan, Beiye Liu, Jianhua Lu, Alessandro Manzotti, Pradeep Natarajan, Karolina Owczarzak, Gokmen Oz, Enrico Palumbo, Charith Peris, Chandana Satya Prakash, Stephen Rawls, Andy Rosenbaum, Anjali Shenoy, Saleh Soltan, Mukund Harakere Sridhar, Lizhen Tan, Fabian Triefenbach, Pan Wei, Haiyang Yu, Shuai Zheng, Gökhan Tür, Prem Natarajan:
Alexa Teacher Model: Pretraining and Distilling Multi-Billion-Parameter Encoders for Natural Language Understanding Systems. KDD 2022: 2893-2902 - [i36]Jack FitzGerald, Christopher Hench, Charith Peris, Scott Mackie, Kay Rottmann, Ana Sanchez, Aaron Nash, Liam Urbach, Vishesh Kakarala, Richa Singh, Swetha Ranganath, Laurie Crist, Misha Britan, Wouter Leeuwis, Gökhan Tür, Prem Natarajan:
MASSIVE: A 1M-Example Multilingual Natural Language Understanding Dataset with 51 Typologically-Diverse Languages. CoRR abs/2204.08582 (2022) - [i35]Jack FitzGerald, Shankar Ananthakrishnan, Konstantine Arkoudas, Davide Bernardi, Abhishek Bhagia, Claudio Delli Bovi, Jin Cao, Rakesh Chada, Amit Chauhan, Luoxin Chen, Anurag Dwarakanath, Satyam Dwivedi, Turan Gojayev, Karthik Gopalakrishnan, Thomas Gueudré, Dilek Hakkani-Tur, Wael Hamza, Jonathan J. Hüser, Kevin Martin Jose, Haidar Khan, Beiye Liu, Jianhua Lu, Alessandro Manzotti, Pradeep Natarajan, Karolina Owczarzak, Gokmen Oz, Enrico Palumbo, Charith Peris, Chandana Satya Prakash, Stephen Rawls, Andy Rosenbaum, Anjali Shenoy, Saleh Soltan, Mukund Harakere Sridhar, Liz Tan, Fabian Triefenbach, Pan Wei, Haiyang Yu, Shuai Zheng, Gökhan Tür, Prem Natarajan:
Alexa Teacher Model: Pretraining and Distilling Multi-Billion-Parameter Encoders for Natural Language Understanding Systems. CoRR abs/2206.07808 (2022) - [i34]Saleh Soltan, Shankar Ananthakrishnan, Jack FitzGerald, Rahul Gupta, Wael Hamza, Haidar Khan, Charith Peris, Stephen Rawls, Andy Rosenbaum, Anna Rumshisky, Chandana Satya Prakash, Mukund Sridhar, Fabian Triefenbach, Apurv Verma, Gökhan Tür, Prem Natarajan:
AlexaTM 20B: Few-Shot Learning Using a Large-Scale Multilingual Seq2Seq Model. CoRR abs/2208.01448 (2022) - 2021
- [c110]Tao Tu, Qing Ping, Govindarajan Thattai, Gökhan Tür, Prem Natarajan:
Learning Better Visual Dialog Agents With Pretrained Visual-Linguistic Representation. CVPR 2021: 5622-5631 - [c109]Mahdi Namazifar, Alexandros Papangelis, Gökhan Tür, Dilek Hakkani-Tür:
Language Model is all You Need: Natural Language Understanding as Question Answering. ICASSP 2021: 7803-7807 - [c108]Mahdi Namazifar, John Malik, Li Erran Li, Gökhan Tür, Dilek Hakkani-Tür:
Correcting Automated and Manual Speech Transcription Errors Using Warped Language Models. Interspeech 2021: 2037-2041 - [c107]Alexandros Papangelis, Karthik Gopalakrishnan, Aishwarya Padmakumar, Seokhwan Kim, Gökhan Tür, Dilek Hakkani-Tür:
Generative Conversational Networks. SIGDIAL 2021: 111-120 - [c106]Mahdi Namazifar, Gökhan Tür, Dilek Hakkani-Tür:
Warped Language Models for Noise Robust Language Understanding. SLT 2021: 981-988 - [i33]Shane Storks, Qiaozi Gao, Govind Thattai, Gökhan Tür:
Are We There Yet? Learning to Localize in Embodied Instruction Following. CoRR abs/2101.03431 (2021) - [i32]Mahdi Namazifar, John Malik, Li Erran Li, Gökhan Tür, Dilek Hakkani-Tür:
Correcting Automated and Manual Speech Transcription Errors using Warped Language Models. CoRR abs/2103.14580 (2021) - [i31]Tao Tu, Qing Ping, Govind Thattai, Gökhan Tür, Prem Natarajan:
Learning Better Visual Dialog Agents with Pretrained Visual-Linguistic Representation. CoRR abs/2105.11541 (2021) - [i30]Ayush Shrivastava, Karthik Gopalakrishnan, Yang Liu, Robinson Piramuthu, Gökhan Tür, Devi Parikh, Dilek Hakkani-Tür:
VISITRON: Visual Semantics-Aligned Interactively Trained Object-Navigator. CoRR abs/2105.11589 (2021) - [i29]Alexandros Papangelis, Karthik Gopalakrishnan, Aishwarya Padmakumar, Seokhwan Kim, Gökhan Tür, Dilek Hakkani-Tür:
Generative Conversational Networks. CoRR abs/2106.08484 (2021) - [i28]Aishwarya Padmakumar, Jesse Thomason, Ayush Shrivastava, Patrick Lange, Anjali Narayan-Chen, Spandana Gella, Robinson Piramuthu, Gökhan Tür, Dilek Hakkani-Tür:
TEACh: Task-driven Embodied Agents that Chat. CoRR abs/2110.00534 (2021) - 2020
- [c105]Lei Shu, Alexandros Papangelis, Yi-Chia Wang, Gökhan Tür, Hu Xu, Zhaleh Feizollahi, Bing Liu, Piero Molino:
Controllable Text Generation with Focused Variation. EMNLP (Findings) 2020: 3805-3817 - [c104]Yue Weng, Sai Sumanth Miryala, Chandra Khatri, Runze Wang, Huaixiu Zheng, Piero Molino, Mahdi Namazifar, Alexandros Papangelis, Hugh Williams, Franziska Bell, Gökhan Tür:
Joint Contextual Modeling for ASR Correction and Language Understanding. ICASSP 2020: 6349-6353 - [c103]Andrea Madotto, Mahdi Namazifar, Joost Huizinga, Piero Molino, Adrien Ecoffet, Huaixiu Zheng, Alexandros Papangelis, Dian Yu, Chandra Khatri, Gökhan Tür:
Exploration Based Language Learning for Text-Based Games. IJCAI 2020: 1488-1494 - [c102]Patrick von Platen, Fei Tao, Gökhan Tür:
Multi-Task Siamese Neural Network for Improving Replay Attack Detection. INTERSPEECH 2020: 1076-1080 - [i27]Alexandros Papangelis, Mahdi Namazifar, Chandra Khatri, Yi-Chia Wang, Piero Molino, Gökhan Tür:
Plato Dialogue System: A Flexible Conversational AI Research Platform. CoRR abs/2001.06463 (2020) - [i26]Andrea Madotto, Mahdi Namazifar, Joost Huizinga, Piero Molino, Adrien Ecoffet, Huaixiu Zheng, Alexandros Papangelis, Dian Yu, Chandra Khatri, Gökhan Tür:
Exploration Based Language Learning for Text-Based Games. CoRR abs/2001.08868 (2020) - [i25]Yue Weng, Sai Sumanth Miryala, Chandra Khatri, Runze Wang, Huaixiu Zheng, Piero Molino, Mahdi Namazifar, Alexandros Papangelis, Hugh Williams, Franziska Bell, Gökhan Tür:
Joint Contextual Modeling for ASR Correction and Language Understanding. CoRR abs/2002.00750 (2020) - [i24]Patrick von Platen, Fei Tao, Gökhan Tür:
Multi-Task Siamese Neural Network for Improving Replay Attack Detection. CoRR abs/2002.07629 (2020) - [i23]Fei Tao, Gökhan Tür:
Improving Embedding Extraction for Speaker Verification with Ladder Network. CoRR abs/2003.09125 (2020) - [i22]Lei Shu, Alexandros Papangelis, Yi-Chia Wang, Gökhan Tür, Hu Xu, Zhaleh Feizollahi, Bing Liu, Piero Molino:
Controllable Text Generation with Focused Variation. CoRR abs/2009.12046 (2020) - [i21]Mahdi Namazifar, Gökhan Tür, Dilek Hakkani-Tür:
Warped Language Models for Noise Robust Language Understanding. CoRR abs/2011.01900 (2020) - [i20]Mahdi Namazifar, Alexandros Papangelis, Gökhan Tür, Dilek Hakkani-Tür:
Language Model is All You Need: Natural Language Understanding as Question Answering. CoRR abs/2011.03023 (2020) - [i19]Weixin Liang, Feiyang Niu, Aishwarya N. Reganti, Govind Thattai, Gökhan Tür:
LRTA: A Transparent Neural-Symbolic Reasoning Framework with Modular Supervision for Visual Question Answering. CoRR abs/2011.10731 (2020) - [i18]Qing Ping, Feiyang Niu, Govind Thattai, Joel Chengottusseriyil, Qiaozi Gao, Aishwarya N. Reganti, Prashanth Rajagopal, Gökhan Tür, Dilek Hakkani-Tür, Prem Natarajan:
Interactive Teaching for Conversational AI. CoRR abs/2012.00958 (2020) - [i17]Yi-Chia Wang, Alexandros Papangelis, Runze Wang, Zhaleh Feizollahi, Gökhan Tür, Robert E. Kraut:
Can You be More Social? Injecting Politeness and Positivity into Task-Oriented Conversational Agents. CoRR abs/2012.14653 (2020)
2010 – 2019
- 2019
- [c101]Yue Weng, Huaixiu Zheng, Franziska Bell, Gökhan Tür:
OCC: A Smart Reply System for Efficient In-App Communications. KDD 2019: 2596-2603 - [c100]Alexandros Papangelis, Yi-Chia Wang, Piero Molino, Gökhan Tür:
Collaborative Multi-Agent Dialogue Model Training Via Reinforcement Learning. SIGdial 2019: 92-102 - [c99]Lei Shu, Piero Molino, Mahdi Namazifar, Hu Xu, Bing Liu, Huaixiu Zheng, Gökhan Tür:
Flexibly-Structured Model for Task-Oriented Dialogues. SIGdial 2019: 178-187 - [i16]Dian Yu, Chandra Khatri, Alexandros Papangelis, Andrea Madotto, Mahdi Namazifar, Joost Huizinga, Adrien Ecoffet, Huaixiu Zheng, Piero Molino, Jeff Clune, Zhou Yu, Kenji Sagae, Gökhan Tür:
Commonsense and Semantic-Guided Navigation through Language in Embodied Environment. ViGIL@NeurIPS 2019 - [i15]Alexandros Papangelis, Yi-Chia Wang, Piero Molino, Gökhan Tür:
Collaborative Multi-Agent Dialogue Model Training Via Reinforcement Learning. CoRR abs/1907.05507 (2019) - [i14]Yue Weng, Huaixiu Zheng, Franziska Bell, Gökhan Tür:
OCC: A Smart Reply System for Efficient In-App Communications. CoRR abs/1907.08167 (2019) - [i13]Lei Shu, Piero Molino, Mahdi Namazifar, Hu Xu, Bing Liu, Huaixiu Zheng, Gökhan Tür:
Flexibly-Structured Model for Task-Oriented Dialogues. CoRR abs/1908.02402 (2019) - 2018
- [c98]Shyam Upadhyay, Manaal Faruqui, Gökhan Tür, Dilek Hakkani-Tür, Larry P. Heck:
(Almost) Zero-Shot Cross-Lingual Spoken Language Understanding. ICASSP 2018: 6034-6038 - [c97]Pararth Shah, Dilek Hakkani-Tür, Bing Liu, Gökhan Tür:
Bootstrapping a Neural Conversational Agent with Dialogue Self-Play, Crowdsourcing and On-Line Reinforcement Learning. NAACL-HLT (3) 2018: 41-51 - [c96]Bing Liu, Gökhan Tür, Dilek Hakkani-Tür, Pararth Shah, Larry P. Heck:
Dialogue Learning with Human Teaching and Feedback in End-to-End Trainable Task-Oriented Dialogue Systems. NAACL-HLT 2018: 2060-2069 - [c95]Izzeddin Gur, Dilek Hakkani-Tür, Gökhan Tür, Pararth Shah:
User Modeling for Task Oriented Dialogues. SLT 2018: 900-906 - [i12]Pararth Shah, Dilek Hakkani-Tür, Gökhan Tür, Abhinav Rastogi, Ankur Bapna, Neha Nayak, Larry P. Heck:
Building a Conversational Agent Overnight with Dialogue Self-Play. CoRR abs/1801.04871 (2018) - [i11]Bing Liu, Gökhan Tür, Dilek Hakkani-Tür, Pararth Shah, Larry P. Heck:
Dialogue Learning with Human Teaching and Feedback in End-to-End Trainable Task-Oriented Dialogue Systems. CoRR abs/1804.06512 (2018) - [i10]Izzeddin Gur, Dilek Hakkani-Tür, Gökhan Tür, Pararth Shah:
User Modeling for Task Oriented Dialogues. CoRR abs/1811.04369 (2018) - 2017
- [c94]Ankur Bapna, Gökhan Tür, Dilek Hakkani-Tür, Larry P. Heck:
Towards Zero-Shot Frame Semantic Parsing for Domain Scaling. INTERSPEECH 2017: 2476-2480 - [c93]Ankur Bapna, Gökhan Tür, Dilek Hakkani-Tür, Larry P. Heck:
Sequential Dialogue Context Modeling for Spoken Language Understanding. SIGDIAL Conference 2017: 103-114 - [i9]Ankur Bapna, Gökhan Tür, Dilek Hakkani-Tür, Larry P. Heck:
Improving Frame Semantic Parsing with Hierarchical Dialogue Encoders. CoRR abs/1705.03455 (2017) - [i8]Ankur Bapna, Gökhan Tür, Dilek Hakkani-Tür, Larry P. Heck:
Towards Zero-Shot Frame Semantic Parsing for Domain Scaling. CoRR abs/1707.02363 (2017) - [i7]Bing Liu, Gökhan Tür, Dilek Hakkani-Tür, Pararth Shah, Larry P. Heck:
End-to-End Optimization of Task-Oriented Dialogue Model with Deep Reinforcement Learning. CoRR abs/1711.10712 (2017) - 2016
- [c92]Dilek Hakkani-Tür, Gökhan Tür, Asli Celikyilmaz, Yun-Nung Chen, Jianfeng Gao, Li Deng, Ye-Yi Wang:
Multi-Domain Joint Semantic Frame Parsing Using Bi-Directional RNN-LSTM. INTERSPEECH 2016: 715-719 - [c91]Yun-Nung Chen, Dilek Hakkani-Tür, Gökhan Tür, Jianfeng Gao, Li Deng:
End-to-End Memory Networks with Knowledge Carryover for Multi-Turn Spoken Language Understanding. INTERSPEECH 2016: 3245-3249 - [c90]Asli Celikyilmaz, Ruhi Sarikaya, Dilek Hakkani-Tür, Xiaohu Liu, Nikhil Ramesh, Gökhan Tür:
A New Pre-Training Method for Training Deep Learning Models with Application to Spoken Language Understanding. INTERSPEECH 2016: 3255-3259 - [c89]Yun-Nung Chen, Dilek Hakanni-Tur, Gökhan Tür, Asli Celikyilmaz, Jianfeng Gao, Li Deng:
Syntax or semantics? knowledge-guided joint semantic frame parsing. SLT 2016: 348-355 - [c88]Joo-Kyung Kim, Gökhan Tür, Asli Celikyilmaz, Bin Cao, Ye-Yi Wang:
Intent detection using semantically enriched word embeddings. SLT 2016: 414-419 - [i6]Yun-Nung Chen, Dilek Hakkani-Tür, Gökhan Tür, Asli Celikyilmaz, Jianfeng Gao, Li Deng:
Knowledge as a Teacher: Knowledge-Guided Structural Attention Networks. CoRR abs/1609.03286 (2016) - 2015
- [j23]Grégoire Mesnil, Yann N. Dauphin, Kaisheng Yao, Yoshua Bengio, Li Deng, Dilek Hakkani-Tür, Xiaodong He, Larry P. Heck, Gökhan Tür, Dong Yu, Geoffrey Zweig:
Using Recurrent Neural Networks for Slot Filling in Spoken Language Understanding. IEEE ACM Trans. Audio Speech Lang. Process. 23(3): 530-539 (2015) - [c87]Dilek Hakkani-Tür, Yun-Cheng Ju, Geoffrey Zweig, Gökhan Tür:
Clustering novel intents in a conversational interaction system with semantic parsing. INTERSPEECH 2015: 1854-1858 - 2014
- [c86]Ali El-Kahky, Xiaohu Liu, Ruhi Sarikaya, Gökhan Tür, Dilek Hakkani-Tür, Larry P. Heck:
Extending domain coverage of language understanding systems via intent transfer between domains using knowledge graphs and search query click logs. ICASSP 2014: 4067-4071 - [c85]Yangfeng Ji, Dilek Hakkani-Tür, Asli Celikyilmaz, Larry P. Heck, Gökhan Tür:
A variational Bayesian model for user intent detection. ICASSP 2014: 4072-4076 - [c84]Gökhan Tür, Anoop Deoras, Dilek Hakkani-Tür:
Detecting out-of-domain utterances addressed to a virtual personal assistant. INTERSPEECH 2014: 283-287 - [c83]Hany Hassan, Lee Schwartz, Dilek Hakkani-Tür, Gökhan Tür:
Segmentation and disfluency removal for conversational speech translation. INTERSPEECH 2014: 318-322 - [c82]Dilek Hakkani-Tür, Asli Celikyilmaz, Larry P. Heck, Gökhan Tür, Geoffrey Zweig:
Probabilistic enrichment of knowledge graph entities for relation detection in conversational understanding. INTERSPEECH 2014: 2113-2117 - [c81]Murat Akbacak, Dilek Hakkani-Tür, Gökhan Tür:
Rapidly building domain-specific entity-centric language models using semantic web knowledge sources. INTERSPEECH 2014: 2872-2876 - [c80]Xiang Li, Gökhan Tür, Dilek Hakkani-Tür, Qi Li:
Personal knowledge graph population from user utterances in conversational understanding. SLT 2014: 224-229 - [c79]Yun-Nung Chen, Dilek Hakkani-Tür, Gökhan Tür:
Deriving local relational surface forms from dependency-based entity embeddings for unsupervised spoken language understanding. SLT 2014: 242-247 - [c78]Zhaohan Daniel Guo, Gökhan Tür, Wen-tau Yih, Geoffrey Zweig:
Joint semantic utterance classification and slot filling with recursive neural networks. SLT 2014: 554-559 - [c77]Qi Li, Gökhan Tür, Dilek Hakkani-Tür, Xiang Li, Tim Paek, Asela Gunawardana, Chris Quirk:
Distributed open-domain conversational understanding framework with domain independent extractors. SLT 2014: 566-571 - [c76]Yann N. Dauphin, Gökhan Tür, Dilek Hakkani-Tür, Larry P. Heck:
Zero-Shot Learning and Clustering for Semantic Utterance Classification. ICLR (Poster) 2014 - [p2]Gökhan Tür, Ye-Yi Wang, Dilek Hakkani-Tür:
Understanding Spoken Language. Computing Handbook, 3rd ed. (1) 2014: 41: 1-17 - 2013
- [j22]Gökhan Tür, Ye-Yi Wang, Dilek Hakkani-Tür:
TechWare: Spoken Language Understanding Resources [Best of the Web]. IEEE Signal Process. Mag. 30(3): 187-189 (2013) - [j21]Anoop Deoras, Gökhan Tür, Ruhi Sarikaya, Dilek Hakkani-Tür:
Joint Discriminative Decoding of Words and Semantic Tags for Spoken Language Understanding. IEEE Trans. Speech Audio Process. 21(8): 1612-1621 (2013) - [c75]Asli Celikyilmaz, Dilek Hakkani-Tür, Gökhan Tür, Ruhi Sarikaya:
Semi-Supervised Semantic Tagging of Conversational Understanding using Markov Topic Regression. ACL (1) 2013: 914-923 - [c74]Gökhan Tür, Asli Celikyilmaz, Dilek Hakkani-Tür:
Latent semantic modeling for slot filling in conversational understanding. ICASSP 2013: 8307-8311 - [c73]Dilek Hakkani-Tür, Larry P. Heck, Gökhan Tür:
Using a knowledge graph and query click logs for unsupervised learning of relation detection. ICASSP 2013: 8327-8331 - [c72]Xiaodong He, Li Deng, Dilek Hakkani-Tür, Gökhan Tür:
Multi-style adaptive training for robust cross-lingual spoken language understanding. ICASSP 2013: 8342-8346 - [c71]Dong Wang, Dilek Hakkani-Tür, Gökhan Tür:
Understanding computer-directed utterances in multi-user dialog systems. ICASSP 2013: 8377-8381 - [c70]Larry P. Heck, Dilek Hakkani-Tür, Madhu Chinthakunta, Gökhan Tür, Rukmini Iyer, Partha Parthasarathy, Lisa Stifelman, Elizabeth Shriberg, Ashley Fidler:
Multi-Modal Conversational Search and Browse. SLAM@INTERSPEECH 2013: 96-101 - [c69]Larry P. Heck, Dilek Hakkani-Tür, Gökhan Tür:
Leveraging knowledge graphs for web-scale unsupervised semantic parsing. INTERSPEECH 2013: 1594-1598 - [c68]Asli Celikyilmaz, Gökhan Tür, Dilek Hakkani-Tür:
IsNL? a discriminative approach to detect natural language like queries for conversational understanding. INTERSPEECH 2013: 2569-2573 - [c67]Gökhan Tür, Anoop Deoras, Dilek Hakkani-Tür:
Semantic parsing using word confusion networks with conditional random fields. INTERSPEECH 2013: 2579-2583 - [c66]Dilek Hakkani-Tür, Asli Celikyilmaz, Larry P. Heck, Gökhan Tür:
A weakly-supervised approach for discovering new user intents from search query logs. INTERSPEECH 2013: 3780-3784 - 2012
- [c65]Dilek Hakkani-Tür, Gökhan Tür, Rukmini Iyer, Larry P. Heck:
Translating natural language utterances to search queries for SLU domain detection using query click logs. ICASSP 2012: 4953-4956 - [c64]Gökhan Tür, Li Deng, Dilek Hakkani-Tür, Xiaodong He:
Towards deeper understanding: Deep convex networks for semantic utterance classification. ICASSP 2012: 5045-5048 - [c63]Dilek Hakkani-Tür, Gökhan Tür, Larry P. Heck, Ashley Fidler, Asli Celikyilmaz:
A Discriminative Classification-Based Approach to Information State Updates for a Multi-Domain Dialog System. INTERSPEECH 2012: 330-333 - [c62]Gökhan Tür, Minwoo Jeong, Ye-Yi Wang, Dilek Hakkani-Tür, Larry P. Heck:
Exploiting the Semantic Web for Unsupervised Natural Language Semantic Parsing. INTERSPEECH 2012: 338-341 - [c61]Anoop Deoras, Ruhi Sarikaya, Gökhan Tür, Dilek Hakkani-Tür:
Joint Decoding for Speech Recognition and Semantic Tagging. INTERSPEECH 2012: 1067-1070 - [c60]Dilek Hakkani-Tür, Gökhan Tür, Asli Celikyilmaz:
Mining Search Query Logs for Spoken Language Understanding. SDCTD@NAACL-HLT 2012: 37-40 - [c59]Li Deng, Gökhan Tür, Xiaodong He, Dilek Hakkani-Tür:
Use of kernel deep convex networks and end-to-end learning for spoken language understanding. SLT 2012: 210-215 - [c58]Asli Celikyilmaz, Dilek Hakkani-Tür, Gökhan Tür:
Statistical semantic interpretation modeling for spoken language understanding with enriched semantic features. SLT 2012: 216-221 - 2011
- [j20]Feifan Liu, Gökhan Tür, Dilek Hakkani-Tür, Hong Yu:
Towards spoken clinical-question answering: evaluating and adapting automatic speech-recognition systems for spoken clinical questions. J. Am. Medical Informatics Assoc. 18(5): 625-630 (2011) - [j19]Dilek Hakkani-Tür, Gökhan Tür, Larry P. Heck:
Research Challenges and Opportunities in Mobile Applications [DSP Education]. IEEE Signal Process. Mag. 28(4): 108-110 (2011) - [c57]Dilek Hakkani-Tür, Gökhan Tür, Larry P. Heck, Asli Celikyilmaz, Ashley Fidler, Dustin Hillard, Rukmini Iyer, Sarangarajan Parthasarathy:
Employing web search query click logs for multi-domain spoken language understanding. ASRU 2011: 419-424 - [c56]Asli Celikyilmaz, Dilek Hakkani-Tür, Gökhan Tür, Ashley Fidler, Dustin Hillard:
Exploiting distance based similarity in topic models for user intent detection. ASRU 2011: 425-430 - [c55]Gökhan Tür, Dilek Hakkani-Tür, Larry P. Heck, Sarangarajan Parthasarathy:
Sentence simplification for spoken language understanding. ICASSP 2011: 5628-5631 - [c54]Dilek Hakkani-Tür, Larry P. Heck, Gökhan Tür:
Exploiting query click logs for utterance domain detection in spoken language understanding. ICASSP 2011: 5636-5639 - [c53]Xiao Li, Ye-Yi Wang, Gökhan Tür:
Multi-Task Learning for Spoken Language Understanding with Shared Slots. INTERSPEECH 2011: 701-704 - [c52]Dustin Hillard, Asli Celikyilmaz, Dilek Hakkani-Tür, Gökhan Tür:
Learning Weighted Entity Lists from Web Click Logs for Spoken Language Understanding. INTERSPEECH 2011: 705-708 - [c51]Dilek Hakkani-Tür, Gökhan Tür, Larry P. Heck, Elizabeth Shriberg:
Bootstrapping Domain Detection Using Query Click Logs for New Domains. INTERSPEECH 2011: 709-712 - [c50]Asli Celikyilmaz, Dilek Hakkani-Tür, Gökhan Tür:
Approximate Inference for Domain Detection in Spoken Language Understanding. INTERSPEECH 2011: 713-716 - [c49]Gökhan Tür, Dilek Hakkani-Tür, Dustin Hillard, Asli Celikyilmaz:
Towards Unsupervised Spoken Language Understanding: Exploiting Query Click Logs for Slot Filling. INTERSPEECH 2011: 1293-1296 - 2010
- [j18]Ümit Güz, Gökhan Tür, Dilek Hakkani-Tür, Sébastien Cuendet:
Cascaded model adaptation for dialog act segmentation and tagging. Comput. Speech Lang. 24(2): 289-306 (2010) - [j17]Ümit Güz, Sébastien Cuendet, Dilek Hakkani-Tür, Gökhan Tür:
Multi-View Semi-Supervised Learning for Dialog Act Segmentation of Speech. IEEE Trans. Speech Audio Process. 18(2): 320-329 (2010) - [j16]Gökhan Tür, Andreas Stolcke, L. Lynn Voss, Stanley Peters, Dilek Hakkani-Tür, John Dowding, Benoît Favre, Raquel Fernández, Matthew Frampton, Michael W. Frandsen, Clint Frederickson, Martin Graciarena, Donald Kintzing, Kyle Leveque, Shane Mason, John Niekrasz, Matthew Purver, Korbinian Riedhammer, Elizabeth Shriberg, Jing Tien, Dimitra Vergyri, Fan Yang:
The CALO Meeting Assistant System. IEEE Trans. Speech Audio Process. 18(6): 1601-1611 (2010) - [c48]Wen Wang, Gökhan Tür, Jing Zheng, Necip Fazil Ayan:
Automatic disfluency removal for improving spoken language translation. ICASSP 2010: 5214-5217 - [c47]Dilek Hakkani-Tür, Dimitra Vergyri, Gökhan Tür:
Speech-based automated cognitive status assessment. INTERSPEECH 2010: 258-261 - [c46]Sibel Yaman, Dilek Hakkani-Tür, Gökhan Tür:
Social role discovery from spoken language using dynamic Bayesian networks. INTERSPEECH 2010: 2870-2873 - [c45]Michelle Hewlett Sanchez, Gökhan Tür, Luciana Ferrer, Dilek Hakkani-Tür:
Domain adaptation and compensation for emotion detection. INTERSPEECH 2010: 2874-2877 - [c44]Gökhan Tür, Dilek Hakkani-Tür, Larry P. Heck:
What is left to be understood in ATIS? SLT 2010: 19-24 - [e1]Jason Baldwin, Peter Clark, Gökhan Tür:
Human Language Technologies: Conference of the North American Chapter of the Association of Computational Linguistics, Proceedings, June 1, 2010, Los Angeles, California, USA - Tutorial Abstracts. Association for Computational Linguistics 2010 [contents]
2000 – 2009
- 2009
- [j15]Michael Levit, Dilek Hakkani-Tür, Gökhan Tür, Daniel Gillick:
IXIR: A statistical information distillation system. Comput. Speech Lang. 23(4): 527-542 (2009) - [j14]Ümit Güz, Benoît Favre, Dilek Hakkani-Tür, Gökhan Tür:
Generative and Discriminative Methods Using Morphological Information for Sentence Segmentation of Turkish. IEEE Trans. Speech Audio Process. 17(5): 895-903 (2009) - [c43]Kristen Parton, Kathleen R. McKeown, Bob Coyne, Mona T. Diab, Ralph Grishman, Dilek Hakkani-Tür, Mary P. Harper, Heng Ji, Wei-Yun Ma, Adam Meyers, Sara Stolbach, Ang Sun, Gökhan Tür, Wei Xu, Sibel Yaman:
Who, What, When, Where, Why? Comparing Multiple Approaches to the Cross-Lingual 5W Task. ACL/IJCNLP 2009: 423-431 - [c42]Gökhan Tür:
Co-adaptation: Adaptive co-training for semi-supervised learning. ICASSP 2009: 3721-3724 - [c41]Dimitra Vergyri, Andreas Stolcke, Gökhan Tür:
Exploiting user feedback for language model adaptation in meeting recognition. ICASSP 2009: 4737-4740 - [c40]Sibel Yaman, Dilek Hakkani-Tür, Gökhan Tür, Ralph Grishman, Mary P. Harper, Kathleen R. McKeown, Adam Meyers, Kartavya Sharma:
Classification-based strategies for combining multiple 5-w question answering systems. INTERSPEECH 2009: 2703-2706 - [c39]Sibel Yaman, Dilek Hakkani-Tür, Gökhan Tür:
Combining semantic and syntactic information sources for 5-w question answering. INTERSPEECH 2009: 2707-2710 - [c38]Sibel Yaman, Gökhan Tür, Dimitra Vergyri, Dilek Hakkani-Tür, Mary P. Harper, Wen Wang:
Anchored Speech Recognition for Question Answering. HLT-NAACL (Short Papers) 2009: 265-268 - [p1]Yücel Saygin, Dilek Hakkani-Tür, Gökhan Tür:
Sanitization and Anonymization of Document Repositories. Database Technologies: Concepts, Methodologies, Tools, and Applications 2009: 2129-2139 - 2008
- [j13]Giuseppe Di Fabbrizio, Gökhan Tür, Dilek Hakkani-Tür, Mazin Gilbert, Bernard Renger, David C. Gibbon, Zhu Liu, Behzad Shahraray:
Bootstrapping spoken dialogue systems by exploiting reusable libraries. Nat. Lang. Eng. 14(3): 313-335 (2008) - [j12]Renato De Mori, Frédéric Béchet, Dilek Hakkani-Tür, Michael F. McTear, Giuseppe Riccardi, Gökhan Tür:
Spoken language understanding. IEEE Signal Process. Mag. 25(3): 50-58 (2008) - [c37]Gregory K. Myers, Gökhan Tür, L. Lynn Voss, Bob Bolles, Sachin S. Kajarekar, Elizabeth Shriberg, Dilek Hakkani-Tür:
Multimedia Information Extraction Roadmap. AAAI Fall Symposium: Multimedia Information Extraction 2008: 68-69 - [c36]Fan Yang, Gökhan Tür, Elizabeth Shriberg:
Exploiting dialogue act tagging and prosodic information for action item identification. ICASSP 2008: 4941-4944 - [c35]Kamand Kamangar, Dilek Hakkani-Tür, Gökhan Tür, Michael Levit:
An iterative unsupervised learning method for information distillation. ICASSP 2008: 4949-4952 - [c34]Andreas Kathol, Gökhan Tür:
Extracting question/answer pairs in multi-party meetings. ICASSP 2008: 5053-5056 - [c33]Svetlana Stoyanchev, Gökhan Tür, Dilek Hakkani-Tür:
Name-aware speech recognition for interactive question answering. ICASSP 2008: 5113-5116 - [c32]Gökhan Tür, Andreas Stolcke, L. Lynn Voss, John Dowding, Benoît Favre, Raquel Fernández, Matthew Frampton, Michael W. Frandsen, Clint Frederickson, Martin Graciarena, Dilek Hakkani-Tür, Donald Kintzing, Kyle Leveque, Shane Mason, John Niekrasz, Stanley Peters, Matthew Purver, Korbinian Riedhammer, Elizabeth Shriberg, Jing Tien, Dimitra Vergyri, Fan Yang:
The CALO meeting speech recognition and understanding system. SLT 2008: 69-72 - [c31]Arindam Mandal, Dimitra Vergyri, Wen Wang, Jing Zheng, Andreas Stolcke, Gökhan Tür, Dilek Hakkani-Tür, Necip Fazil Ayan:
Efficient data selection for machine translation. SLT 2008: 261-264 - 2007
- [j11]Gökhan Tür:
Extending boosting for large scale spoken language understanding. Mach. Learn. 69(1): 55-74 (2007) - [c30]Michael Levit, Dilek Hakkani-Tür, Gökhan Tür, Daniel Gillick:
Integrating several annotation layers for statistical information distillation. ASRU 2007: 671-676 - [c29]Dilek Hakkani-Tür, Gökhan Tür:
Statistical Sentence Extraction for Information Distillation. ICASSP (4) 2007: 1-4 - [c28]Gökhan Tür, Andreas Stolcke:
Unsupervised Languagemodel Adaptation for Meeting Recognition. ICASSP (4) 2007: 173-176 - [c27]Dilek Hakkani-Tür, Gökhan Tür, Michael Levit:
Exploiting information extraction annotations for document retrieval in distillation tasks. INTERSPEECH 2007: 330-333 - [c26]Gökhan Tür, Elizabeth Shriberg, Andreas Stolcke, Sachin S. Kajarekar:
Duration and pronunciation conditioned lexical modeling for speaker verification. INTERSPEECH 2007: 2049-2052 - [c25]Ümit Güz, Sébastien Cuendet, Dilek Hakkani-Tür, Gökhan Tür:
Co-training using prosodic and lexical information for sentence segmentation. INTERSPEECH 2007: 2597-2600 - 2006
- [j10]Dilek Hakkani-Tür, Frédéric Béchet, Giuseppe Riccardi, Gökhan Tür:
Beyond ASR 1-best: Using word confusion networks in spoken language understanding. Comput. Speech Lang. 20(4): 495-514 (2006) - [j9]Srinivas Bangalore, Dilek Hakkani-Tür, Gökhan Tür:
Introduction to the Special Issue on Spoken Language Understanding in Conversational Systems. Speech Commun. 48(3-4): 233-238 (2006) - [j8]Narendra K. Gupta, Gökhan Tür, Dilek Hakkani-Tür, Srinivas Bangalore, Giuseppe Riccardi, Mazin Gilbert:
The AT&T spoken language understanding system. IEEE Trans. Speech Audio Process. 14(1): 213-222 (2006) - [j7]Dilek Hakkani-Tür, Giuseppe Riccardi, Gökhan Tür:
An active approach to spoken language processing. ACM Trans. Speech Lang. Process. 3(3): 1-31 (2006) - [c24]Gökhan Tür:
Multitask Learning for Spoken Language Understanding. ICASSP (1) 2006: 585-588 - [c23]Svetlana Stenchikova, Dilek Hakkani-Tür, Gökhan Tür:
QASR: question answering using semantic roles for speech interface. INTERSPEECH 2006 - [c22]Gökhan Tür, Ümit Güz, Dilek Hakkani-Tür:
Model Adaptation for Dialog Act Tagging. SLT 2006: 94-97 - [c21]Sébastien Cuendet, Dilek Hakkani-Tür, Gökhan Tür:
Model Adaptation for Sentence Segmentation from speech. SLT 2006: 102-105 - 2005
- [j6]Diego Mollá Aliod, Eduardo Alonso, Srinivas Bangalore, Joseph E. Beck, Bir Bhanu, Jim Blythe, Mark S. Boddy, Amedeo Cesta, Marko Grobelnik, Dilek Hakkani-Tür, Sanda M. Harabagiu, Alain Léger, Deborah L. McGuinness, Stacy Marsella, Natasa Milic-Frayling, Dunja Mladenic, Daniel Oblinger, Paul E. Rybski, Pavel Shvaiko, Stephen F. Smith, Biplav Srivastava, Sheila Tejada, Hannes Högni Vilhjálmsson, Kristinn R. Thórisson, Gökhan Tür, José Luis Vicedo González, Holger Wache:
The Workshops at the Twentieth National Conference on Artificial Intelligence. AI Mag. 26(4): 102-108 (2005) - [j5]Gökhan Tür, Dilek Hakkani-Tür, Robert E. Schapire:
Combining active and semi-supervised learning for spoken language understanding. Speech Commun. 45(2): 171-186 (2005) - [c20]Gökhan Tür:
Model Adaptation For Spoken Language Understanding. ICASSP (1) 2005: 41-44 - [c19]Dilek Hakkani-Tür, Gökhan Tür, Giuseppe Riccardi, Hong Kook Kim:
Error Prediction in Spoken Dialog: From Signal-to-Noise Ratio to Semantic Confidence Scores. ICASSP (1) 2005: 1041-1044 - [c18]Giuseppe Di Fabbrizio, Gökhan Tür, Dilek Hakkani-Tür:
Automated wizard-of-oz for spoken dialogue systems. INTERSPEECH 2005: 1857-1860 - 2004
- [c17]Dilek Hakkani-Tür, Gökhan Tür, Mazin G. Rahim, Giuseppe Riccardi:
Unsupervised and active learning in automatic speech recognition for call classification. ICASSP (1) 2004: 429-432 - [c16]Gökhan Tür, Dilek Hakkani-Tür, Giuseppe Riccardi:
Extending boosting for call classification using word confusion networks. ICASSP (1) 2004: 437-440 - [c15]Gökhan Tür:
Cost-sensitive call classification. INTERSPEECH 2004: 1581-1584 - [c14]Giuseppe Di Fabbrizio, Gökhan Tür, Dilek Hakkani-Tür:
Bootstrapping Spoken Dialog Systems with Data Reuse. SIGDIAL Workshop 2004: 72-80 - 2003
- [j4]Gökhan Tür, Dilek Hakkani-Tür, Kemal Oflazer:
A statistical information extraction system for Turkish. Nat. Lang. Eng. 9(2): 181-210 (2003) - [c13]Gökhan Tür, Robert E. Schapire, Dilek Hakkani-Tür:
Active learning for spoken language understanding. ICASSP (1) 2003: 276-279 - [c12]Patrick Haffner, Gökhan Tür, Jerry H. Wright:
Optimizing SVMs for complex call classification. ICASSP (1) 2003: 632-635 - [c11]Gökhan Tür, Mazin G. Rahim, Dilek Hakkani-Tür:
Active labeling for spoken language understanding. INTERSPEECH 2003: 2789-2792 - [c10]Gökhan Tür, Dilek Hakkani-Tür:
Exploiting unlabeled utterances for spoken language understanding. INTERSPEECH 2003: 2793-2796 - 2002
- [j3]Dilek Z. Hakkani-Tür, Kemal Oflazer, Gökhan Tür:
Statistical Morphological Disambiguation for Agglutinative Languages. Comput. Humanit. 36(4): 381-410 (2002) - [c9]Gökhan Tür, Jerry H. Wright, Allen L. Gorin, Giuseppe Riccardi, Dilek Hakkani-Tür:
Improving spoken language understanding using word confusion networks. INTERSPEECH 2002: 1137-1140 - 2001
- [j2]Gökhan Tür, Dilek Hakkani-Tür, Andreas Stolcke, Elizabeth Shriberg:
Integrating Prosodic and Lexical Cues for Automatic Topic Segmentation. Comput. Linguistics 27(1): 31-57 (2001) - [i5]Gökhan Tür, Dilek Hakkani-Tür, Andreas Stolcke, Elizabeth Shriberg:
Integrating Prosodic and Lexical Cues for Automatic Topic Segmentation. CoRR cs.CL/0105037 (2001) - 2000
- [b1]Gökhan Tür:
A Statistical information extraction system for Turkish (Türkçe için istatistiksel bir bilgi çıkarım sistemi). İhsan Doğramacı Bilkent University, Turkey, 2000 - [j1]Elizabeth Shriberg, Andreas Stolcke, Dilek Hakkani-Tür, Gökhan Tür:
Prosody-based automatic segmentation of speech into sentences and topics. Speech Commun. 32(1-2): 127-154 (2000) - [c8]Dilek Z. Hakkani-Tür, Kemal Oflazer, Gökhan Tür:
Statistical Morphological Disambiguation for Agglutinative Languages. COLING 2000: 285-291 - [i4]Elizabeth Shriberg, Andreas Stolcke, Dilek Hakkani-Tür, Gökhan Tür:
Prosody-Based Automatic Segmentation of Speech into Sentences and Topics. CoRR cs.CL/0006036 (2000)
1990 – 1999
- 1999
- [c7]Andreas Stolcke, Elizabeth Shriberg, Dilek Hakkani-Tür, Gökhan Tür:
Modeling the prosody of hidden events for improved word recognition. EUROSPEECH 1999: 311-314 - [c6]Dilek Hakkani-Tür, Gökhan Tür, Andreas Stolcke, Elizabeth Shriberg:
Combining words and prosody for information extraction from speech. EUROSPEECH 1999: 1991-1994 - 1998
- [c5]Gökhan Tür, Kemal Oflazer:
Tagging English by Path Voting Constraints. COLING-ACL 1998: 1277-1281 - [c4]Dilek Zeynep Hakkani, Gökhan Tür, Kemal Oflazer, Teruko Mitamura, Eric Nyberg:
An English-to-Turkish Interlingual MT System. AMTA 1998: 83-94 - [c3]Andreas Stolcke, Elizabeth Shriberg, Rebecca A. Bates, Mari Ostendorf, Dilek Zeynep Hakkani, Madelaine Plauché, Gökhan Tür, Yu Lu:
Automatic detection of sentence boundaries and disfluencies based on recognized words. ICSLP 1998 - 1997
- [c2]Kemal Oflazer, Gökhan Tür:
Morphological Disambiguation by Voting Constraints. ACL 1997: 222-229 - [i3]Kemal Oflazer, Gökhan Tür:
Morphological Disambiguation by Voting Constraints. CoRR cmp-lg/9704011 (1997) - 1996
- [c1]Kemal Oflazer, Gökhan Tür:
Combining Hand-crafted Rules and Unsupervised Learning in Constraint-based Morphological Disambiguation. EMNLP 1996 - [i2]Kemal Oflazer, Gökhan Tür:
Combining Hand-crafted Rules and Unsupervised Learning in Constraint-based Morphological Disambiguation. CoRR cmp-lg/9604001 (1996) - [i1]Gökhan Tür:
Using Multiple Sources of Information for Constraint-Based Morphological Disambiguation. CoRR cmp-lg/9607030 (1996)
Coauthor Index
[c114] [c113] [c111] [i35] [c109] [c108] [c107] [c106] [i32] [i30] [i29] [i28] [i21] [i20] [i18] [c98] [c97] [c96] [c95] [i12] [i11] [i10] [c94] [c93] [i9] [i8] [i7] [c92] [c91] [c90] [i6] [j23] [c87] [c86] [c85] [c84] [c83] [c82] [c81] [c80] [c79] [c77] [c76] [p2] [j22] [j21] [c75] [c74] [c73] [c72] [c71] [c70] [c69] [c68] [c67] [c66] [c65] [c64] [c63] [c62] [c61] [c60] [c59] [c58] [j20] [j19] [c57] [c56] [c55] [c54] [c52] [c51] [c50] [c49] [j18] [j17] [j16] [c47] [c46] [c45] [c44] [j15] [j14] [c43] [c40] [c39] [c38] [p1] [j13] [j12] [c37] [c35] [c33] [c32] [c31] [c30] [c29] [c27] [c25] [j10] [j9] [j8] [j7] [c23] [c22] [c21] [j6] [j5] [c19] [c18] [c17] [c16] [c14] [j4] [c13] [c11] [c10] [j3] [c9] [j2] [i5] [j1] [c8] [i4] [c7] [c6] [c4] [c3]
Larry Heck
aka: Larry P. Heck
aka: Larry P. Heck
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