| Beyond the imitation game: Quantifying and extrapolating the capabilities of language models A Srivastava, A Rastogi, A Rao, AAM Shoeb, A Abid, A Fisch, AR Brown, ... Transactions on machine learning research, 2023 | 2583 | 2023 |
| Learning question classifiers X Li, D Roth COLING 2002: The 19th International Conference on Computational Linguistics, 2002 | 2150 | 2002 |
| Design challenges and misconceptions in named entity recognition L Ratinov, D Roth Proceedings of the thirteenth conference on computational natural language …, 2009 | 2139 | 2009 |
| Recent advances in natural language processing via large pre-trained language models: A survey B Min, H Ross, E Sulem, APB Veyseh, TH Nguyen, O Sainz, E Agirre, ... ACM Computing Surveys 56 (2), 1-40, 2023 | 2066 | 2023 |
| Emotions from text: machine learning for text-based emotion prediction CO Alm, D Roth, R Sproat Proceedings of human language technology conference and conference on …, 2005 | 1295 | 2005 |
| Learning to detect objects in images via a sparse, part-based representation S Agarwal, A Awan, D Roth IEEE transactions on pattern analysis and machine intelligence 26 (11), 1475 …, 2004 | 1230 | 2004 |
| Did Aristotle Use a Laptop? A Question Answering Benchmark with Implicit Reasoning Strategies M Geva, D Khashabi, E Segal, T Khot, D Roth, J Berant Transactions of the Association for Computational Linguistics 9, 346-361, 2021 | 1069 | 2021 |
| Benchmarking zero-shot text classification: Datasets, evaluation and entailment approach W Yin, J Hay, D Roth Proceedings of the 2019 conference on empirical methods in natural language …, 2019 | 979 | 2019 |
| On the hardness of approximate reasoning D Roth Artificial intelligence 82 (1-2), 273-302, 1996 | 965 | 1996 |
| Local and global algorithms for disambiguation to wikipedia L Ratinov, D Roth, D Downey, M Anderson Proceedings of the 49th annual meeting of the association for computational …, 2011 | 958 | 2011 |
| Learning a sparse representation for object detection S Agarwal, D Roth European conference on computer vision, 113-127, 2002 | 795 | 2002 |
| A linear programming formulation for global inference in natural language tasks D Roth, W Yih Proceedings of the eighth conference on computational natural language …, 2004 | 717 | 2004 |
| Looking beyond the surface: A challenge set for reading comprehension over multiple sentences D Khashabi, S Chaturvedi, M Roth, S Upadhyay, D Roth Proceedings of the 2018 Conference of the North American Chapter of the …, 2018 | 699 | 2018 |
| Solving general arithmetic word problems S Roy, D Roth Proceedings of the 2015 conference on empirical methods in natural language …, 2015 | 673 | 2015 |
| A SNoW-based face detector MH Yang, D Roth, N Ahuja Advances in neural information processing systems 12, 1999 | 575 | 1999 |
| The importance of syntactic parsing and inference in semantic role labeling V Punyakanok, D Roth, W Yih Computational linguistics 34 (2), 257-287, 2008 | 574 | 2008 |
| Blink: Multimodal large language models can see but not perceive X Fu, Y Hu, B Li, Y Feng, H Wang, X Lin, D Roth, NA Smith, WC Ma, ... European Conference on Computer Vision, 148-166, 2024 | 516 | 2024 |
| A winnow-based approach to context-sensitive spelling correction AR Golding, D Roth Machine learning 34 (1), 107-130, 1999 | 478 | 1999 |
| Recognizing textual entailment: Models and applications I Dagan, D Roth, M Sammons, FM Zanzotto Synthesis Lectures on Human Language Technologies 6 (4), 2013 | 477 | 2013 |
| Importance of semantic representation: Dataless classification. MW Chang, LA Ratinov, D Roth, V Srikumar Aaai 2, 830-835, 2008 | 468 | 2008 |
Qiang NingJump TradingVerified email at jumptrading.com
Daniel KhashabiJohns Hopkins UniversityVerified email at jhu.edu
Shyam UpadhyaySenior Staff Research Scientist, GoogleVerified email at google.com
Scott Wen-tau YihMeta FAIRVerified email at meta.com
Vivek SrikumarAssociate Professor, School of Computing, University of UtahVerified email at cs.utah.edu
Hongming ZhangResearch Scientist, FAIRVerified email at meta.com
Ming-Wei ChangGoogle DeepmindVerified email at google.com
Xin LiAlibaba, UIUC, YahooVerified email at alibaba-inc.com
Stephen MayhewDuolingoVerified email at seas.upenn.edu
Yangqiu SongHKUSTVerified email at cse.ust.hk
Alla RozovskayaAssociate Professor, Queens College, CUNYVerified email at qc.cuny.edu
Kai-Wei ChangProfessor, UCLAVerified email at kwchang.net
Kevin SmallPrincipal Applied Scientist, AmazonVerified email at amazon.com
Shivani AgarwalUniversity of PennsylvaniaVerified email at seas.upenn.edu
Wenpeng YinAssistant Professor at Penn State UniversityVerified email at psu.edu
Roni KhardonProfessor of Computer Science, Indiana University, BloomingtonVerified email at iu.edu
