Koby Crammer


2012

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Training Dependency Parser Using Light Feedback
Avihai Mejer | Koby Crammer
Proceedings of the 2012 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies

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Are You Sure? Confidence in Prediction of Dependency Tree Edges
Avihai Mejer | Koby Crammer
Proceedings of the 2012 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies

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Metric Learning for Graph-Based Domain Adaptation
Paramveer Dhillon | Partha Talukdar | Koby Crammer
Proceedings of COLING 2012: Posters

2010

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Confidence in Structured-Prediction Using Confidence-Weighted Models
Avihai Mejer | Koby Crammer
Proceedings of the 2010 Conference on Empirical Methods in Natural Language Processing

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Learning Better Data Representation Using Inference-Driven Metric Learning
Paramveer S. Dhillon | Partha Pratim Talukdar | Koby Crammer
Proceedings of the ACL 2010 Conference Short Papers

2009

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Loss-Sensitive Discriminative Training of Machine Transliteration Models
Kedar Bellare | Koby Crammer | Dayne Freitag
Proceedings of Human Language Technologies: The 2009 Annual Conference of the North American Chapter of the Association for Computational Linguistics, Companion Volume: Student Research Workshop and Doctoral Consortium

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Multi-Class Confidence Weighted Algorithms
Koby Crammer | Mark Dredze | Alex Kulesza
Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing

2008

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Active Learning with Confidence
Mark Dredze | Koby Crammer
Proceedings of ACL-08: HLT, Short Papers

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Advanced Online Learning for Natural Language Processing
Koby Crammer
Tutorial Abstracts of ACL-08: HLT

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One-Class Clustering in the Text Domain
Ron Bekkerman | Koby Crammer
Proceedings of the 2008 Conference on Empirical Methods in Natural Language Processing

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Online Methods for Multi-Domain Learning and Adaptation
Mark Dredze | Koby Crammer
Proceedings of the 2008 Conference on Empirical Methods in Natural Language Processing

2007

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Automatic Code Assignment to Medical Text
Koby Crammer | Mark Dredze | Kuzman Ganchev | Partha Pratim Talukdar | Steven Carroll
Biological, translational, and clinical language processing

2005

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Flexible Text Segmentation with Structured Multilabel Classification
Ryan McDonald | Koby Crammer | Fernando Pereira
Proceedings of Human Language Technology Conference and Conference on Empirical Methods in Natural Language Processing

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Online Large-Margin Training of Dependency Parsers
Ryan McDonald | Koby Crammer | Fernando Pereira
Proceedings of the 43rd Annual Meeting of the Association for Computational Linguistics (ACL’05)