Class Meeting for 10-710 10-13-2011
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Jump to navigationJump to searchThis is one of the class meetings on the schedule for the course Structured Prediction 10-710 in Fall 2011.
Contents
Natural Language Dependency Parsing
Required Readings
Optional Readings
- Three New Probabilistic Models for Dependency Parsing: An Exploration, J. Eisner, COLING 1996; also the appendix/tech report
- Non-Projective Dependency Parsing using Spanning Tree Algorithms, R. McDonald, F. Pereira, K. Ribarov, J. Hajic, EMNLP 2005
- TAG, Dynamic Programming, and the Perceptron for Efficient, Feature-Rich Parsing, X. Carreras, M. Collins, T. Koo, CoNLL 2008
- Concise Integer Linear Programming Formulations for Dependency Parsing, A. Martins, N. Smith, E. Xing, ACL 2009
- Efficient Third-Order Dependency Parsers, T. Koo, M. Collins, ACL 2010
Background Readings
- Dependency Parsing, a short book in the same series as Noah's book, by S. Kuebler, R. McDonald, and J. Nivre, 2009 (a great starting point for more details about current parsers)
