Dan Roth
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Introduction to statistical relational learning
D Koller, N Friedman, S Džeroski, C Sutton, A McCallum, A Pfeffer, ...
MIT press, 2007
17142007
Design challenges and misconceptions in named entity recognition
L Ratinov, D Roth
Proceedings of the Thirteenth Conference on Computational Natural Language …, 2009
14732009
Learning question classifiers
X Li, D Roth
COLING 2002: The 19th International Conference on Computational Linguistics, 2002
12162002
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
11512004
Advances in Neural Information Processing Systems 16: Proceedings of the 2003 Conference
S Thrun, LK Saul, B Schölkopf
MIT press, 2004
1070*2004
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
8702005
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
7602011
On the hardness of approximate reasoning
D Roth
Artificial Intelligence 82 (1-2), 273-302, 1996
7361996
Learning a sparse representation for object detection
S Agarwal, D Roth
European conference on computer vision, 113-127, 2002
7332002
A SNoW-based face detector
MH Yang, D Roth, N Ahuja
Advances in neural information processing systems, 862-868, 2000
5322000
The importance of syntactic parsing and inference in semantic role labeling
V Punyakanok, D Roth, W Yih
Computational Linguistics 34 (2), 257-287, 2008
4682008
A winnow-based approach to context-sensitive spelling correction
AR Golding, D Roth
Machine learning 34 (1-3), 107-130, 1999
4341999
A linear programming formulation for global inference in natural language tasks
D Roth, W Yih
ILLINOIS UNIV AT URBANA-CHAMPAIGN DEPT OF COMPUTER SCIENCE, 2004
4082004
Learning question classifiers: the role of semantic information
X Li, D Roth
Natural Language Engineering 12 (3), 229-249, 2006
3442006
Constraint classification: A new approach to multiclass classification
S Har-Peled, D Roth, D Zimak
International conference on algorithmic learning theory, 365-379, 2002
3302002
Understanding the value of features for coreference resolution
E Bengtson, D Roth
Proceedings of the 2008 Conference on Empirical Methods in Natural Language …, 2008
3222008
Knowing what to believe (when you already know something)
J Pasternack, D Roth
Proceedings of the 23rd International Conference on Computational …, 2010
3092010
Lifted first-order probabilistic inference
RDS Braz, E Amir, D Roth
Proceedings of the 19th international joint conference on Artificial …, 2005
2882005
Mistake-driven learning in text categorization
I Dagan, Y Karov, D Roth
arXiv preprint cmp-lg/9706006, 1997
2811997
Learning to resolve natural language ambiguities: A unified approach
D Roth
AAAI/IAAI, 806-813, 1998
2801998
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