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Dan Roth
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Design challenges and misconceptions in named entity recognition
L Ratinov, D Roth
Proceedings of the thirteenth conference on computational natural language …, 2009
20492009
Learning question classifiers
X Li, D Roth
COLING 2002: The 19th International Conference on Computational Linguistics, 2002
19422002
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, ...
arXiv preprint arXiv:2206.04615, 2022
12912022
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
12392004
Emotions from text: machine learning for text-based emotion prediction
C Alm
Proceedings of Joint Conference on HLT/EMNLP, 2005
12262005
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
11242023
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
9302011
On the hardness of approximate reasoning
D Roth
Artificial Intelligence 82 (1-2), 273-302, 1996
9171996
Learning a sparse representation for object detection
S Agarwal, D Roth
Computer Vision—ECCV 2002: 7th European Conference on Computer Vision …, 2002
8122002
Benchmarking zero-shot text classification: Datasets, evaluation and entailment approach
W Yin, J Hay, D Roth
arXiv preprint arXiv:1909.00161, 2019
6902019
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
6472004
A SNoW-based face detector
MH Yang, D Roth, N Ahuja
Advances in neural information processing systems 12, 1999
5801999
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
5622021
The importance of syntactic parsing and inference in semantic role labeling
V Punyakanok, D Roth, W Yih
Computational Linguistics 34 (2), 257-287, 2008
5592008
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
5562018
Solving general arithmetic word problems
S Roy, D Roth
arXiv preprint arXiv:1608.01413, 2016
4692016
A winnow-based approach to context-sensitive spelling correction
AR Golding, D Roth
Machine learning 34, 107-130, 1999
4681999
Recognizing textual entailment: Models and applications
I Dagan, D Roth, F Zanzotto, M Sammons
Springer Nature, 2022
4442022
Constraint classification for multiclass classification and ranking
S Har-Peled, D Roth, D Zimak
Advances in neural information processing systems 15, 2002
439*2002
Lifted first-order probabilistic inference
R Braz, E Amir, D Roth
Proceedings of the Nineteenth International Joint Conference on Artificial …, 2005
423*2005
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