Discriminative, syntactic language modeling through latent SVMs

AMTA 2008 - 8th Conference of the Association for Machine Translation in the Americas

Volumn , Issue , 2008, Pages

  Cherry, Colin ^a   Quirk, Chris ^a  

^a MICROSOFT RESEARCH   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

LANGUAGE MODEL; LANGUAGE MODELING; PART OF SPEECH; RE-RANKING; SUPPORT VECTOR MACHINE (SVM);

COMPUTATIONAL LINGUISTICS; INFORMATION THEORY; NATURAL LANGUAGE PROCESSING SYSTEMS; SYNTACTICS;

SUPPORT VECTOR MACHINES;

EID: 84858011453     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (24)

1. Glenn Carroll and Eugene Charniak. 1992. Two experiments on learning probabilistic dependency grammar from corpora. In Working Notes of the Workshop on Statistically-based NLP Techniques, pages 1-13.
2. Eugene Charniak, Kevin Knight, and Kenji Yamada. 2003. Syntax-based language models for machine translation. In MT Summit IX.
3. Eugene Charniak. 2001. Immediate-head parsing for language models. In ACL.
4. Ciprian Chelba and Frederick Jelinek. 1998. Exploiting syntactic structure for language modeling. In COLING-ACL, pages 225-231.
5. Stanley F. Chen. 1995. Bayesian grammar induction for language modeling. In ACL, pages 228-235.
6. Michael Collins, Brian Roark, and Murat Saraclar. 2005. Discriminative syntactic language modeling for speech recognition. In ACL, pages 507-514, Ann Arbor, USA, June.
7. Pedro Felzenszwalb, David McAllester, and Deva Ramanan. 2008. A disrcriminatively trained, multiscale, deformable part model. In Computer Vision and Pattern Recognition, Anchorage, USA, June.
8. Michel Galley, Mark Hopkins, Kevin Knight, and Daniel Marcu. 2004. What's in a translation rule? In HLTNAACL, pages 273-280, Boston, USA, May.
9. Jianfeng Gao, Hisami Suzuki, and Bin Yu. 2006. Approximation Lasso methods for language modeling. In COLING-ACL.
10. Aria Haghighi, Andrew Y. Ng, and Christopher Manning. 2005. Robust textual inference via graph matching. In EMNLP.
11. Thorsten Joachims. 1999. Making large-scale SVM learning practical. In B. Schölkopf, C. Burges, and A. Smola, editors, Advances in Kernel Methods - Support Vector Learning. MIT Press.
12. Dan Klein and Chris Manning. 2003. Accurate unlexicalized parsing. In ACL.
13. Dan Klein and Chris Manning. 2004. Corpus-based induction of syntactic structure: Models of dependency and constituency. In ACL.
14. Reinhard Kneser and Hermann Ney. 1995. Improved backing-off for m-gram language modeling. In International Conference on Acoustics, Speech, and Signal Processing (ICASSP-95), pages 181-184.
15. Philipp Koehn and Christof Monz. 2006. Manual and automatic evaluation of machine translation. In HLTNACCL Workshop on Statistical Machine Translation, pages 102-121.
16. Philipp Koehn, Franz J. Och, and Daniel Marcu. 2003. Statistical phrase-based translation. In HLT-NAACL.
17. Alex Kulesza and Stuart M. Shieber. 2004. A learning approach to improving sentence-level MT evaluation. In Proceedings of the 10th International Conference on Theoretical and Methodological Issues in Machine Translation, Baltimore, MD, October 4-6.
18. F. J. Och, D. Gildea, S. Khudanpur, A. Sarkar, K. Yamada, A. Fraser, S. Kumar, L. Shen, D. Smith, K. Eng, V. Jain, Z. Jin, and D. Radev. 2004. A smorgasbord of features for statistical machine translation. In HLTNAACL, pages 161-168.
19. Franz J. Och. 2003. Minimum error rate training for statistical machine translation. In ACL, pages 160-167.
20. Daisuke Okanohara and Jun'ichi Tsujii. 2007. A discriminative language model with pseudo-negative samples. In ACL, pages 73-80.
21. Brian Roark. 2001. Probabilistic top-down parsing and language modeling. Computational Linguistics, 27(2):249-276. (Pubitemid 33597448)
22. Noah A. Smith and Jason Eisner. 2005. Guiding unsupervised grammar induction using contrastive estimation. In IJCAI Workshop on Grammatical Inference Applications, pages 73-82.
23. Ben Taskar, Dan Klein, Mike Collins, Daphne Koller, and Christopher Manning. 2004. Max-margin parsing. In EMNLP, pages 1-8, Barcelona, Spain, July.
24. Ioannis Tsochantaridis, Thomas Hofman, Thorsten Joachims, and Yasemin Altun. 2004. Support vector machine learning for interdependent and structured output spaces. In ICML, pages 823-830. (Pubitemid 40290886)