Discriminative Training Methods for Hidden Markov Models: Theory and Experiments with Perceptron Algorithms (2002)

by Michael Collins
Citations:489 - 14 self

Active Bibliography

1 Introduction to Syntactic Parsing – Roxana Girju - 2004
= Preposition = Adverb = AdjectiveNamed Entity Recognition – unknown authors
TOP S – unknown authors
Count(x) Trigram Models – unknown authors
IN – unknown authors
74 Ranking Algorithms for Named-Entity Extraction: Boosting and the Voted Perceptron – Michael Collins, Florham Park - 2002
A STUDY OF STRUCTURED OUTPUT PROBLEMS IN NATURAL LANGUAGE PROCESSING BY – Vasin Punyakanok
2 Inference with classifiers: The phrase identification problem – Vasin Punyakanok, Dan Roth - 2004
79 Comparative Experiments on Learning Information Extractors for Proteins and their Interactions – Razvan Bunescu, Ruifang Ge, Rohit J. Kate, Edward M. Marcotte, Raymond J. Mooney, Arun K. Ramani, Yuk Wah Wong - 2004
11 Learning to Extract Proteins and their Interactions from Medline Abstracts – Razvan Bunescu, Ruifang Ge, Rohit J. Kate, Raymond J. Mooney, Yuk Wah Wong, Edward M. Marcotte, Arun Ramani - 2003
53 Parameter Estimation for Statistical Parsing Models: Theory and Practice of Distribution-Free Methods – Michael Collins - 2001
146 Kernel Methods for Relation Extraction – Dmitry Zelenko, Chinatsu Aone, Anthony Richardella - 2002
32 An SVM Based Voting Algorithm with Application to Parse Reranking – Libin Shen, Aravind K. Joshi - 2003
Towards a Machine-Learning Architecture for Lexical . . . – Grzegorz Chrupała - 2008
A Review of Sequential Supervised Learning – Guohua Hao - 2004
ARTICLE IN PRESS Pattern Recognition Letters xxx (2005) xxx–xxx – Sauro Menchetti A, Fabrizio Costa A, Paolo Frasconi A, Massimiliano Pontil B
4 Wide coverage natural language processing using kernel methods and neural networks for structured data – Sauro Menchetti , Fabrizio Costa , Paolo Frasconi , Massimiliano Pontil - 2005
214 New Ranking Algorithms for Parsing and Tagging: Kernels over Discrete Structures, and the Voted Perceptron – Michael Collins, Nigel Duffy, Florham Park - 2002
Entropy Markov Models (MEMMs), or Support Vector Machines – Stefan Hahn, Marco Dinarelli, Christian Raymond, Fabrice Lefèvre, Patrick Lehnen, Renato De Mori, Ro Moschitti, Hermann Ney - 2012