Publications
Thesis
Structured Classification for Multilingual Natural Language Processing
Philip Blunsom. Department of Computer Science and Software Engineering, the University of Melbourne 2007.
Publications
A Bayesian Model of Syntax-Directed Tree to String Grammar Induction
Trevor Cohn and Phil Blunsom. EMNLP 2009 (To appear), Singapore, August.
A Note on the Implementation of Hierarchical Dirichlet Processes
Phil Blunsom, Trevor Cohn, Sharon Goldwater and Mark Johnson. ACL-IJCNLP 2009 (To appear), Singapore, August.
A Gibbs Sampler for Phrasal Synchronous Grammar Induction
Phil Blunsom, Trevor Cohn, Chris Dyer and Miles Osborne. ACL-IJCNLP 2009 (To appear), Singapore, August.
Monte Carlo Inference and Maximization for Phrase-based Translation
Abhishek Arun, Phil Blunsom, Chris Dyer, Barry Haddow, Philipp Koehn and Adam Lopez. CoNLL 2009, Boulder, June.
Inducing Compact but Accurate Tree-Substitution Grammars
Trevor Cohn, Phil Blunsom and Sharon Goldwater To appear, NAACL 2009, Boulder, June.
A Quantitative Analysis of Reordering Phenomena
Alexandra Birch, Phil Blunsom and Miles Osborne. SMT Workshop at EACL, Athens, Greece 2009.
Bayesian Synchronous Grammar Induction
Phil Blunsom, Trevor Cohn and Miles Osborne. Advances in Neural Information Processing Systems 21.
Probabilistic Inference for Machine Translation
Phil Blunsom and Miles Osborne. EMNLP 2008, Honolulu, Hawaii, October.
A Discriminative Latent Variable Model for Statistical Machine Translation
Phil Blunsom, Trevor Cohn and Miles Osborne. ACL 2008, Columbus, Ohio, June.
Question Classification with Log-Linear Models
Phil Blunsom, James Curran and Krystle Kocik . SIGIR 2006 (poster), Seattle, August.
Multilingual Deep Lexical Acquisition for HPSGs via Supertagging
Phil Blunsom and Timothy Baldwin. Proceedings of EMNLP 2006, Sydney, July.
Discriminative Word Alignment with Conditional Random Fields
Phil Blunsom and Trevor Cohn. Proceedings of ACL 2006, Sydney, July.
Semantic Role Labelling with Tree Conditional Random Fields
Trevor Cohn and Philip Blunsom. Proceedings of CoNLL-2005, Ann Arbor,
Michigan, 2005.
Maximum Entropy Markov Models for Semantic Role Labelling
Philip Blunsom. Proceedings of ALTA-2004, Sydney, 2004.
Presentations
Inducing Synchronous Grammars for Machine Translation
Phil Blunsom. Johns Hopkins University, Baltimore, April 2009.
Machine Learning and Statistical Machine Translation
Phil Blunsom. Language Weaver, Los Angeles, December 2008.
Machine Learning and Statistical Machine Translation
Phil Blunsom. Google, Mountain View, October 2008.
