Jeff Mitchell


Publications

2016

Jeff Mitchell. Decomposing Bilexical Dependencies into Semantic and Syntactic Vectors. In Proceedings of the 1st Workshop on Representation Learning for NLP, Berlin, Germany, August 2016. Association for Computational Linguistics [pdf]

2015

Jeff Mitchell and Mark Steedman. Parser Adaptation to the Biomedical Domain without Re-Training. In Proceedings of the Sixth International Workshop on Health Text Mining and Information Analysis, pages 7989, Lisbon, Portugal, September 2015. Association for Computational Linguistics [pdf][bib]

Jeff Mitchell and Mark Steedman. Orthogonality of syntax and semantics within distributional spaces. In Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing (Volume 1: Long Papers), pages 13011310, Beijing, China, July 2015. Association for Computational Linguistics [pdf][bib][code]

2013

Jeff Mitchell. Learning semantic representations in a bigram language model. In Proceedings of the 10th International Conference on Computational Semantics (IWCS 2013) Short Papers, pages 362368, Potsdam, Germany, March 2013. Association for Computational Linguistics [pdf] [bib] [data]

2011

Jeff Mitchell. Composition in Distributional Models of Semantics. PhD thesis, University of Edinburgh, 2011 [pdf]

2010

Jeff Mitchell, Mirella Lapata, Vera Demberg, and Frank Keller. Syntactic and semantic factors in processing difficulty: An integrated measure. In Proceedings of the 48th Annual Meeting of the Association for Computational Linguistics, pages 196206, Uppsala, Sweden, July 2010. Association for Computational Linguistics [pdf] [bib]

Jeff Mitchell and Mirella Lapata. Composition in distributional models of semantics. Cognitive Science, 34(8):13881429, 2010 [pdf] [data]

2009

Jeff Mitchell and Mirella Lapata. Language models based on semantic composition. In Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing, pages 430439, Singapore, August 2009. Association for Computational Linguistics [pdf] [bib]

2008

Jeff Mitchell and Mirella Lapata. Vector-based models of semantic composition. In Proceedings of ACL-08: HLT, pages 236244, Columbus, Ohio, June 2008. Association for Computational Linguistics [pdf] [bib] [data]