Skip to main content

Phil Blunsom : Publications

Click here to download all publications in a single bibtex file

@article{10706,
  title = "Neural Variational Inference for Text Processing",
  author = "Yishu Miao and Lei Yu and Phil Blunsom",
  year = "2016",
  journal = "the 33nd International Conference on Machine Learning (ICML)",
  url = "https://arxiv.org/abs/1511.06038",
}
@article{nlos,
  title = "Non-line-of-sight identification and mitigation using received signal strength",
  author = "Zhuoling Xiao and Hongkai Wen and Andrew Markham and Niki Trigoni and Phil Blunsom and J. Frolik",
  year = "2015",
  journal = "IEEE Transactions on Wireless Communications",
}
@article{ACL14VectorTutorial,
  title = "New Directions in Vector Space Models of Meaning",
  author = "Edward Grefenstette and Karl Moritz Hermann and Georgiana Dinu and Phil Blunsom",
  year = "2014",
  journal = "Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics",
  month = "June",
  url = "http://www.cs.ox.ac.uk/files/6605/aclVectorTutorial.pdf",
}
@article{GBFHSemPar2014,
  title = "A Deep Architecture for Semantic Parsing",
  author = "Edward Grefenstette and Phil Blunsom and Nando de Freitas and Karl Moritz Hermann",
  year = "2014",
  journal = "Proceedings of the ACL 2014 Workshop on Semantic Parsing",
  month = "June",
  url = "http://goo.gl/EV8xib",
}
@article{KalchbrennerACL2014,
  title = "A Convolutional Neural Network for Modelling Sentences",
  author = "Nal Kalchbrenner and Edward Grefenstette and Phil Blunsom",
  year = "2014",
  journal = "Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics",
  location = "Baltimore, USA",
  month = "June",
  url = "http://goo.gl/EsQCuC",
}
@inproceedings{Botha2014,
  title = "{Compositional Morphology for Word Representations and Language Modelling}",
  author = "Botha, Jan A. and Blunsom, Phil",
  year = "2014",
  address = "Beijing, China",
  booktitle = "Proceedings of the 31st International Conference on Machine Learning (ICML)",
  month = "jun",
  note = "*Award for best application paper*",
  url = "http://jmlr.org/proceedings/papers/v32/botha14.pdf",
}
@inproceedings{Kocisky:2014,
  title = "{Learning Bilingual Word Representations by Marginalizing Alignments}",
  author = "Ko\v{c}isk\'{y}, Tom\'{a}\v{s} and Hermann, Karl Moritz and Blunsom, Phil",
  year = "2014",
  booktitle = "Proceedings of ACL",
  month = "jun",
  url = "http://arxiv.org/abs/1405.0947",
}
@inproceedings{Hermann:2014:ACLphil,
  title = "{Multilingual Models for Compositional Distributional Semantics}",
  author = "Hermann, Karl Moritz and Blunsom, Phil",
  year = "2014",
  booktitle = "Proceedings of ACL",
  month = "jun",
  url = "http://arxiv.org/abs/1404.4641",
}
@inproceedings{dubbin-blunsom:2014:EACL,
  title = "Modelling the Lexicon in Unsupervised Part of Speech Induction",
  author = "Dubbin, Gregory and Blunsom, Phil",
  year = "2014",
  address = "Gothenburg, Sweden",
  booktitle = "Proceedings of the 14th Conference of the European Chapter of the Association for Computational Linguistics",
  month = "April",
  pages = "116--125",
  publisher = "Association for Computational Linguistics",
  url = "http://www.aclweb.org/anthology/E14-1013",
}
@inproceedings{Hermann:2014:ICLR,
  title = "{Multilingual Distributed Representations without Word Alignment}",
  author = "Hermann, Karl Moritz and Blunsom, Phil",
  year = "2014",
  booktitle = "Proceedings of ICLR",
  month = "apr",
  url = "http://arxiv.org/abs/1312.6173",
}
@article{10149,
  title = "Bayesian Optimisation for Machine Translation",
  author = "Yishu Miao and Ziyu Wang and Phil Blunsom",
  year = "2014",
  journal = "Bayesian Optimisation Workshop, the 28th Annual Conference on Neural Information Processing Systems (NIPS)",
  url = "https://arxiv.org/abs/1412.7180",
}
@inproceedings{wilson2014linguistic,
  title = "Linguistic steganography on Twitter: hierarchical language modeling with manual interaction",
  author = "Wilson, Alex and Blunsom, Phil and Ker, Andrew D",
  year = "2014",
  booktitle = "IS\&T/SPIE Electronic Imaging",
  organization = "International Society for Optics and Photonics",
  pages = "902803--902803",
}
@article{HermannGrefenstetteBlunsom2013,
  title = ""Not not bad" is not "bad": A distributional account of negation",
  author = "Karl Moritz Hermann and Edward Grefenstette and Phil Blunsom",
  year = "2013",
  journal = "Proceedings of the 2013 Workshop on Continuous Vector Space Models and their Compositionality",
  month = "August",
  url = "http://arxiv.org/abs/1306.2158",
}
@inproceedings{wang-blunsom:2013:CoNLL-2013,
  title = "Collapsed Variational Bayesian Inference for PCFGs",
  author = "Wang, Pengyu and Blunsom, Phil",
  year = "2013",
  address = "Sofia, Bulgaria",
  booktitle = "Proceedings of the Seventeenth Conference on Computational Natural Language Learning",
  month = "August",
  pages = "173--182",
  publisher = "Association for Computational Linguistics",
  url = "http://www.aclweb.org/anthology/W13-3519",
}
@inproceedings{hermann-blunsom:2013:ACL2013,
  title = "{The Role of Syntax in Vector Space Models of Compositional Semantics}",
  author = "Hermann, Karl Moritz and Blunsom, Phil",
  year = "2013",
  address = "Sofia, Bulgaria",
  booktitle = "Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)",
  month = "August",
  pages = "894--904",
  publisher = "Association for Computational Linguistics",
  url = "http://www.karlmoritz.com/_media/hermannblunsom_acl2013.pdf",
}
@inproceedings{xiao13wimob,
  title = "Identification and Mitigation of Non-line-of-sight conditions Using Received Signal Strength",
  author = "Zhuoling Xiao and Hongkai Wen and Andrew Markham and Niki Trigoni and Phil Blunsom and and Jeff Frolik",
  year = "2013",
  address = "Lyon, France",
  booktitle = "Proceedings of the 9th IEEE International Conference on Wireless and Mobile Computing, Networking and Communications (WiMob 2013)",
  month = "October",
}
@inproceedings{kalchbrenner13emnlp,
  title = "Recurrent Continuous Translation Models",
  author = "Kalchbrenner, Nal and Blunsom, Phil",
  year = "2013",
  address = "Seattle",
  journal = "Proceedings of the 2013 Conference on Empirical Methods in Natural Language Processing",
  month = "October",
  publisher = "Association for Computational Linguistics",
}
@inproceedings{botha13emnlp,
  title = "Adaptor Grammars for Learning Non-Concatenative Morphology",
  author = "Botha, Jan A. and Blunsom, Phil",
  year = "2013",
  address = "Seattle, Washington, USA",
  booktitle = "Proceedings of the 2013 Conference on Empirical Methods in Natural Language Processing",
  month = "October",
  pages = "345-356",
  publisher = "Association for Computational Linguistics",
  url = "http://aclweb.org/anthology//D/D13/D13-1034.pdf",
}
@article{kalchbrenner2013recurrent,
  title = "Recurrent Convolutional Neural Networks for Discourse Compositionality",
  author = "Kalchbrenner, Nal and Blunsom, Phil",
  year = "2013",
  journal = "Proceedings of the 2013 Workshop on Continuous Vector Space Models and their Compositionality",
}
@inproceedings{zhuoling2013a,
  title = "Identification and mitigation of non-line-of-sight conditions using received signal strength",
  author = "Xiao, Zhuoling and Wen, Hongkai and Markham, Andrew and Trigoni, Niki and Blunsom, Phil and Frolik, Jeff",
  year = "2013",
  address = "Lyon, France",
  booktitle = "IEEE International Conference on Wireless and Mobile Computing, Networking and Communications (WiMob'13)",
  pages = "667-674",
}
@inproceedings{gal2013systematic,
  title = "A Systematic Bayesian Treatment of the IBM Alignment Models",
  author = "Yarin Gal and Phil Blunsom",
  year = "2013",
  booktitle = "Proceedings of the 2013 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies",
  publisher = "Association for Computational Linguistics",
  url = "http://mlg.eng.cam.ac.uk/pub/authors/#Gal",
}
@inproceedings{Wen:EWSN:2013,
  title = "On Assessing the Accuracy of Positioning Systems in Indoor Environments (BEST PAPER)",
  author = "H. Wen and Z. Xiao and N. Trigoni and P. Blunsom",
  year = "2013",
  address = "Ghent, Belgium",
  booktitle = "10th European Conference on Wireless Sensor Networks (EWSN'13)",
  url = "https://link.springer.com/chapter/10.1007/978-3-642-36672-7_1",
}
@incollection{wang2013collapsed,
  title = "Collapsed Variational Bayesian Inference for Hidden Markov Models",
  author = "Wang, Pengyu and Blunsom, Phil",
  year = "2013",
  booktitle = "AISTATS",
}
@inproceedings{levenberg12emnlp,
  title = "A Bayesian Model for Learning SCFGs with Discontiguous Rules",
  author = "Levenberg, Abby and Dyer, Chris and Blunsom, Phil",
  year = "2012",
  booktitle = "Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning",
  month = "July",
  organization = "Association for Computational Linguistics",
  pages = "223--232",
}
@inproceedings{gelling12wils,
  title = "The pascal challenge on grammar induction",
  author = "Gelling, Douwe and Cohn, Trevor and Blunsom, Phil and Gra{\c{c}}a, Joao",
  year = "2012",
  booktitle = "Proceedings of the NAACL-HLT Workshop on the Induction of Linguistic Structure",
  month = "June",
  organization = "Association for Computational Linguistics",
  pages = "64--80",
}
@inproceedings{Botha2012b,
  title = "{B}ayesian Language Modelling of {G}erman Compounds",
  author = "Botha, Jan A. and Dyer, Chris and Blunsom, Phil",
  year = "2012",
  address = "Mumbai, India",
  booktitle = "Proceedings of the 24th International Conference on Computational Linguistics (COLING)",
  month = "December",
  pages = "341--356",
  publisher = "The COLING 2012 Organizing Committee",
  url = "http://www.aclweb.org/anthology-new/C/C12/C12-1022.pdf",
}
@inproceedings{hermann-EtAl:2012:STARSEM-SEMEVAL,
  title = "Learning Semantics and Selectional Preference of Adjective-Noun Pairs",
  author = "Hermann, Karl Moritz and Dyer, Chris and Blunsom, Phil and Pulman, Stephen",
  year = "2012",
  address = "Montr\'{e}al, Canada",
  booktitle = "{*SEM 2012}: The First Joint Conference on Lexical and Computational Semantics -- Volume 1: Proceedings of the main conference and the shared task, and Volume 2: Proceedings of the Sixth International Workshop on Semantic Evaluation {(SemEval 2012)}",
  month = "7-8 June",
  pages = "70--74",
  publisher = "Association for Computational Linguistics",
  url = "http://www.aclweb.org/anthology/S12-1011",
}
@inproceedings{hermann-blunsom-pulman:2012:STARSEM-SEMEVAL,
  title = "An Unsupervised Ranking Model for Noun-Noun Compositionality",
  author = "Hermann, Karl Moritz and Blunsom, Phil and Pulman, Stephen",
  year = "2012",
  address = "Montr\'{e}al, Canada",
  booktitle = "{*SEM 2012}: The First Joint Conference on Lexical and Computational Semantics -- Volume 1: Proceedings of the main conference and the shared task, and Volume 2: Proceedings of the Sixth International Workshop on Semantic Evaluation {(SemEval 2012)}",
  month = "7-8 June",
  pages = "132--141",
  publisher = "Association for Computational Linguistics",
  url = "http://www.aclweb.org/anthology/S12-1021",
}
@inproceedings{dubbin2012unsupervised,
  title = "Unsupervised part of speech inference with particle filters",
  author = "Dubbin, Gregory and Blunsom, Phil",
  year = "2012",
  booktitle = "Proceedings of the NAACL-HLT Workshop on the Induction of Linguistic Structure",
  organization = "Association for Computational Linguistics",
  pages = "47--54",
}
@inproceedings{dubbin12ecml,
  title = "Unsupervised Bayesian Part of Speech Inference with Particle Gibbs",
  author = "Gregory Dubbin and Phil Blunsom",
  year = "2012",
  address = "Bristol, UK",
  booktitle = "Proceedings of the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD)",
  editor = "P. Flach, T. De Bie, N. Cristianini",
  month = "Sept. 24{--}28",
  publisher = "Springer",
}
@inproceedings{blunsom-cohn:2011:ACL-HLT2011,
  title = "A Hierarchical {P}itman-{Y}or Process {HMM} for Unsupervised Part of Speech Induction",
  author = "Blunsom, Phil and Cohn, Trevor",
  year = "2011",
  address = "Portland, Oregon, USA",
  booktitle = "Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies",
  month = "June",
  pages = "865--874",
  publisher = "Association for Computational Linguistics",
  url = "http://www.aclweb.org/anthology/P11-1087",
}
@inproceedings{blunsom10tsg,
  title = "Unsupervised Induction of Tree Substitution Grammars for Dependency Parsing",
  author = "Blunsom, Phil and Cohn, Trevor",
  year = "2010",
  address = "Cambridge, MA",
  booktitle = "Proceedings of the 2010 Conference on Empirical Methods in Natural Language Processing",
  month = "October",
  pages = "1204--1213",
  publisher = "Association for Computational Linguistics",
  url = "http://www.aclweb.org/anthology/D10-1117",
}
@article{cohn11jmlr,
  title = "Inducing Tree-Substitution Grammars",
  author = "Trevor Cohn and Phil Blunsom and Sharon Goldwater",
  year = "2010",
  journal = "Journal of Machine Learning Research",
  pages = "3053--3096",
}
@article{arun10mt,
  title = "{M}onte {C}arlo techniques for phrase-based translation",
  author = "Arun, Abhishek and Dyer, Chris and Haddow, Barry and Blunsom, Phil and Lopez, Adam and Koehn, Philipp",
  year = "2010",
  journal = "Special Issue of Machine Translation Journal",
}
@article{birch2010mt,
  title = "Metrics for MT Evaluation: Evaluating Reordering",
  author = "Alexandra Birch and Phil Blunsom and Miles Osborne",
  year = "2010",
  journal = "Machine Translation",
}
@inproceedings{dyer10cdec,
  title = "cdec: A Decoder, Alignment, and Learning framework for finite-state and context-free translation models",
  author = "Chris Dyer and Adam Lopez and Juri Ganitkevitch and Johnathan Weese and Ferhan Ture and Phil Blunsom and Hendra Setiawan and Vladimir Eidelman and Philip Resnik",
  year = "2010",
  booktitle = "Proceedings of the ACL 2010 System Demonstrations",
  pages = "7--12",
  series = "ACLDemos '10",
}
@inproceedings{cohn10acl,
  title = "BLOCKED INFERENCE IN {B}AYESIAN TREE SUBSTITUTION GRAMMARS",
  author = "Cohn, Trevor and Blunsom, Phil",
  year = "2010",
  address = "Uppsala, Sweden",
  booktitle = "Proceedings of the 48th Annual Meeting of the Association for Computational Linguistics",
}
@inproceedings{blunsom09gibbs,
  title = "A {G}ibbs Sampler for Phrasal Synchronous Grammar Induction",
  author = "Blunsom, Phil and Cohn, Trevor and Dyer, Chris and Osborne, Miles",
  year = "2009",
  address = "Singapore",
  booktitle = "Proc.\ of the Joint conference of the 47th Annual Meeting of the Association for Computational Linguistics and the 4th International Joint Conference on Natural Language Processing of the Asian Federation of Natural Language Processing (ACL/IJCNLP-09)",
  month = "August",
  pages = "782--790",
}
@inproceedings{cohn09emnlp,
  title = "A {Bayesian} Model of Syntax-Directed Tree to String Grammar Induction",
  author = "Cohn, Trevor and Blunsom, Phil",
  year = "2009",
  address = "Singapore",
  booktitle = "Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing",
  month = "August",
  pages = "352--361",
  publisher = "Association for Computational Linguistics",
  url = "http://www.aclweb.org/anthology-new/D/D09/D09-1037.bib",
}
@inproceedings{blunsom09acl_short,
  title = "A Note on the Implementation of Hierarchical Dirichlet Processes",
  author = "Blunsom, Phil and Cohn, Trevor and Goldwater, Sharon and Johnson, Mark",
  year = "2009",
  address = "Suntec, Singapore",
  booktitle = "Proceedings of the ACL-IJCNLP 2009 Conference Short Papers",
  month = "August",
  pages = "337--340",
  publisher = "Association for Computational Linguistics",
  url = "http://www.aclweb.org/anthology/P/P09/P09-2085",
}
@inproceedings{arun09conll,
  title = "Monte {C}arlo inference and maximization for phrase-based translation",
  author = "Arun, Abhishek and Dyer, Chris and Haddow, Barry and Blunsom, Phil and Lopez, Adam and Koehn, Philipp",
  year = "2009",
  address = "Morristown, NJ, USA",
  booktitle = "CoNLL '09: Proceedings of the Thirteenth Conference on Computational Natural Language Learning",
  isbn = "978-1-932432-29-9",
  location = "Boulder, Colorado",
  pages = "102--110",
  publisher = "Association for Computational Linguistics",
}
@inproceedings{cohn09naacl,
  title = "Inducing compact but accurate tree-substitution grammars",
  author = "Cohn, Trevor and Goldwater, Sharon and Blunsom, Phil",
  year = "2009",
  address = "Morristown, NJ, USA",
  booktitle = "NAACL '09: Proceedings of Human Language Technologies: The 2009 Annual Conference of the North American Chapter of the Association for Computational Linguistics",
  isbn = "978-1-932432-41-1",
  location = "Boulder, Colorado",
  pages = "548--556",
  publisher = "Association for Computational Linguistics",
}
@inproceedings{blunsom08latent,
  title = "A Discriminative Latent Variable Model for Statistical Machine Translation",
  author = "Blunsom, Phil and Cohn, Trevor and Osborne, Miles",
  year = "2008",
  address = "Columbus, Ohio",
  booktitle = "Proc.\ of the 46th Annual Conference of the Association for Computational Linguistics: Human Language Technologies (ACL-08:HLT)",
  month = "June",
  pages = "200--208",
  url = "http://www.aclweb.org/anthology/P/P08/P08-1024",
}
@inproceedings{blunsom08inference,
  title = "Probabilistic Inference for Machine Translation",
  author = "Blunsom, Phil and Osborne, Miles",
  year = "2008",
  address = "Honolulu, Hawaii",
  booktitle = "Proceedings of the 2008 Conference on Empirical Methods in Natural Language Processing",
  month = "October",
  pages = "215--223",
}
@incollection{blunsom08scfg,
  title = "Bayesian Synchronous Grammar Induction",
  author = "Phil Blunsom and Trevor Cohn and Miles Osborne",
  year = "2008",
  booktitle = "Advances in Neural Information Processing Systems 21",
  editor = "D. Koller and D. Schuurmans and Y. Bengio and L. Bottou",
  pages = "161--168",
}
@inproceedings{blunsom06wa,
  title = "Discriminative Word Alignment with Conditional Random Fields",
  author = "Blunsom, Phil and Cohn, Trevor",
  year = "2006",
  address = "Sydney, Australia",
  booktitle = "Proc.\ of the 44th Annual Meeting of the ACL and 21st International Conference on Computational Linguistics (COLING/ACL-2006)",
  month = "July",
  pages = "65--72",
  url = "http://www.aclweb.org/anthology/P/P06/P06-1009",
}
@inproceedings{blunsom06supertagging,
  title = "Multilingual Deep Lexical Acquisition for {HPSG}s via Supertagging",
  author = "Blunsom, Phil and Baldwin, Timothy",
  year = "2006",
  address = "Sydney, Australia",
  booktitle = "Proceedings of the 2006 Conference on Empirical Methods in Natural Language Processing",
  month = "July",
  pages = "164--171",
}
@inproceedings{blunsom06question,
  title = "Question classification with log-linear models",
  author = "Blunsom, Phil and Kocik, Krystle and Curran, James R.",
  year = "2006",
  address = "New York, NY, USA",
  booktitle = "SIGIR '06: Proceedings of the 29th annual international ACM SIGIR conference on Research and development in information retrieval",
  isbn = "1-59593-369-7",
  location = "Seattle, Washington, USA",
  pages = "615--616",
  publisher = "ACM",
  doi = "http://doi.acm.org/10.1145/1148170.1148282",
}
@inproceedings{cohn05srl,
  title = "Semantic Role Labelling with Tree Conditional Random Fields",
  author = "Cohn, Trevor and Blunsom, Philip",
  year = "2005",
  address = "Ann Arbor, Michigan",
  booktitle = "Proc.\ of the 9th Conference on Natural Language Learning (CoNLL-2005)",
  month = "June",
  pages = "169--172",
  url = "http://www.aclweb.org/anthology/W/W05/W05-0622",
}
@inproceedings{blunsom04srl,
  title = "Maximum Entropy {M}arkov models for semantic role labelling",
  author = "Phil Blunsom",
  year = "2005",
  address = "Sydney, Australia",
  booktitle = "Proc.\ of the Australasian Language Technology Workshop 2004",
  pages = "109--116",
}