Trevor Cohn's Publications

• 2011 • 2010 • 2009 • 2008 • 2007 • 2006 • 2005 • 2003 •

2011

• Inducing Tree-Substitution Grammars
  Trevor Cohn, Phil Blunsom, and Sharon Goldwater.
  Journal of Machine Learning Research, 2011. To Appear [bib]    

2010

• Multi-document summarization using A* search and discriminative training
  Ahmet Aker, Trevor Cohn, and Rob Gaizauskas.
  In Proceedings of EMNLP 2010, Boston, Massachusetts, 2010. To Appear [bib]    
• Unsupervised Induction of Tree Substitution Grammars for Dependency Parsing
  Phil Blunsom and Trevor Cohn.
  In Proceedings of EMNLP 2010, Boston, Massachusetts, 2010. To Appear [bib]    
• Inducing Synchronous Grammars with Slice Sampling
  Phil Blunsom and Trevor Cohn.
  In Proceedings of Human Language Technologies: The 11th Annual Conference of the North American Chapter of the Association for Computational Linguistics (HLT-NAACL), pp. 238–241, Los Angeles, California, June 2010. [bib]    
• Blocked inference in Bayesian tree substitution grammars
  Trevor Cohn and Phil Blunsom.
  In Proceedings of the 48th Annual Meeting of the Association for Computational Linguistics (ACL), Uppsala, Sweden, 2010. To Appear [bib]    

2009

• A Gibbs Sampler for Phrasal Synchronous Grammar Induction
  Phil Blunsom, Trevor Cohn, Chris Dyer, and Miles Osborne.
  In Proceedings of the Joint Conference of the 47th Annual Meeting of the ACL and the 4th International Joint Conference on Natural Language Processing of the AFNLP (ACL-IJCNLP), pp. 782–790, Suntec, Singapore, August 2009. [bib]    
• A Note on the Implementation of Hierarchical Dirichlet Processes Updated to correct typo on Algorithm 1
  Phil Blunsom, Trevor Cohn, Sharon Goldwater, and Mark Johnson.
  In Proceedings of the ACL-IJCNLP 2009 Conference Short Papers, pp. 337–340, Suntec, Singapore, August 2009. [bib]    
• Bayesian Synchronous Grammar Induction
  Phil Blunsom, Trevor Cohn, and Miles Osborne.
  In Advances in Neural Information Processing Systems (NIPS) 21, pp. 161–168, 2009. [bib]    
• A Bayesian Model of Syntax-Directed Tree to String Grammar Induction
  Trevor Cohn and Phil Blunsom.
  In Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing (EMNLP), pp. 352–361, Singapore, August 2009. [bib]    
• Inducing Compact but Accurate Tree-Substitution Grammars
  Trevor Cohn, Sharon Goldwater, and Phil Blunsom.
  In Proceedings of Human Language Technologies: The 2009 Annual Conference of the North American Chapter of the Association for Computational Linguistics (HLT-NAACL), pp. 548–556, Boulder, Colorado, June 2009. [bib]    
• Sentence Compression as Tree Transduction
  Trevor Cohn and Mirella Lapata.
  Journal of Artificial Intelligence Research (JAIR), 34:637–674, 2009. [bib]    
• Word Lattices for Multi-Source Translation
  Josh Schroeder, Trevor Cohn, and Philipp Koehn.
  In Proceedings of the 12th Conference of the European Chapter of the ACL (EACL), pp. 719–727, Athens, Greece, March 2009. [bib]    

2008

• Discriminative Synchronous Transduction for Statistical Machine Translation
  Phil Blunsom, Trevor Cohn, and Miles Osborne.
  In Proceedings of ACL-08: HLT, Columbus, Ohio, USA, 2008. 200--208 [bib]    
• ParaMetric: An Automatic Evaluation Metric for Paraphrasing
  Chris Callison-Burch, Trevor Cohn, and Mirella Lapata.
  In Proceedings of the 22nd International Conference on Computational Linguistics (Coling), pp. 97–104, Manchester, UK, August 2008. [bib]    
• Constructing Corpora for Development and Evaluation of Paraphrase Systems
  Trevor Cohn, Chris Callison-Burch, and Mirella Lapata.
  Computational Linguistics, 34(4):597–614, 2008. [bib]    
• Sentence Compression Beyond Word Deletion
  Trevor Cohn and Mirella Lapata.
  In Proceedings of the 22nd International Conference on Computational Linguistics (Coling), pp. 137–144, Manchester, UK, August 2008. [bib]    

2007

• Machine Translation by Triangulation: Making Effective Use of Multi-Parallel Corpora
  Trevor Cohn and Mirella Lapata.
  In Proceedings of the 45th Annual Meeting of the Association of Computational Linguistics (ACL), pp. 728–735, Prague, Czech Republic, 2007. [bib]    
• Large Margin Synchronous Generation and its Application to Sentence Compression
  Trevor Cohn and Mirella Lapata.
  In Proceedings of the 2007 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning (EMNLP-CoNLL), pp. 73–82, Prague, Czech Republic, 2007. [bib]    
• Scaling conditional random fields for natural language processing
  Trevor Cohn.
  Ph.D. Thesis, Department of Computer Science and Software Engineering, University of Melbourne, 2007. [bib]    

2006

• Discriminative Word Alignment with Conditional Random Fields
  Phil Blunsom and Trevor Cohn.
  In Proceedings of the 21st International Conference on Computational Linguistics and 44th Annual Meeting of the Association for Computational Linguistics (COLING-ACL), pp. 65–72, Sydney, Australia, July 2006. [bib]    
• Efficient inference in large Conditional Random Fields
  Trevor Cohn.
  In Proceedings of the 17th European Conference on Machine Learning (ECML), pp. 606–613, Berlin, Germany, September 2006. [bib]    

2005

• Scaling conditional random fields using error-correcting codes
  Trevor Cohn, Andrew Smith, and Miles Osborne.
  In Proceedings of the 43rd Annual Meeting of the Association for Computational Linguistics (ACL), pp. 10–17, Ann Arbor, USA, 2005. [bib]    
• Semantic Role Labelling with Tree Conditional Random Fields
  Trevor Cohn and Philip Blunsom.
  In Proceedings of the 9th Conference on Natural Language Learning (CoNLL), pp. 169–172, Ann Arbor, USA, 2005. [bib]    
• Logarithmic opinion pools for conditional random fields
  Andrew Smith, Trevor Cohn, and Miles Osborne.
  In Proceedings of the 43rd Annual Meeting of the Association for Computational Linguistics (ACL), pp. 18–25, Ann Arbor, USA, 2005. [bib]    

2003

• Performance Metrics for Word Sense Disambiguation
  Trevor Cohn.
  In Proceedings of the Australasian Language Technology Workshop, pp. 49–56, Melbourne, Australia, December 2003. [bib]    

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