Difference between revisions of "Class Meeting for 10-710 10-13-2011"
From Cohen Courses
Jump to navigationJump to search (Created page with 'This is one of the class meetings on the schedule for the course Structured Prediction 10-710 in Fall 2011. === Na…') |
|||
| Line 7: | Line 7: | ||
=== Required Readings === | === Required Readings === | ||
| − | * [http://www.morganclaypool.com/doi/abs/10.2200/S00361ED1V01Y201105HLT013 Sections | + | * [http://www.morganclaypool.com/doi/abs/10.2200/S00361ED1V01Y201105HLT013 Sections 1.4 and 2.4.2 <i>Linguistic Structure Prediction</i>, Smith 2011] |
=== Optional Readings === | === Optional Readings === | ||
| − | + | * [http://www.cs.jhu.edu/~jason/papers/eisner.coling96.pdf Three New Probabilistic Models for Dependency Parsing: An Exploration], J. Eisner, COLING 1996; also the [http://www.cs.jhu.edu/~jason/papers/eisner.IRCS-96-11.pdf appendix/tech report] | |
| + | * [http://www.aclweb.org/anthology-new/H/H05/H05-1066.pdf Non-Projective Dependency Parsing using Spanning Tree Algorithms], R. McDonald, F. Pereira, K. Ribarov, J. Hajic, EMNLP 2005 | ||
| + | * [http://aclweb.org/anthology-new/W/W08/W08-2102.pdf TAG, Dynamic Programming, and the Perceptron for Efficient, Feature-Rich Parsing], X. Carreras, M. Collins, T. Koo, CoNLL 2008 | ||
| + | * [http://aclweb.org/anthology-new/P/P09/P09-1039.pdf Concise Integer Linear Programming Formulations for Dependency Parsing], A. Martins, N. Smith, E. Xing, ACL 2009 | ||
| + | * [http://aclweb.org/anthology-new/P/P10/P10-1001.pdf Efficient Third-Order Dependency Parsers], T. Koo, M. Collins, ACL 2010 | ||
| − | + | === Background Readings === | |
| − | |||
| − | |||
| − | |||
| − | |||
| − | |||
| − | |||
| − | + | * [http://www.morganclaypool.com/doi/abs/10.2200/S00169ED1V01Y200901HLT002 <i>Dependency Parsing</i>], 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) | |
Latest revision as of 13:55, 13 October 2011
This 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)
