Hauptseminar Distributionelle Semantik

Literatur

Edward Grefenstette and Mehrnoosh Sadrzadeh (2011). Experimental Support for a Categorical Compositional Distributional Model of Meaning. In Proceedings of the 2011 Conference on Empirical Methods in Natural Language Processing.

Edward Grefenstette, Mehrnoosh Sadrzadeh, Stephen Clark, Bob Coecke and Stephen Pulman (2011). Concrete Sentence Spaces for Compositional Distributional Models of Meaning. Proceedings of the Ninth International Conference on Computational Semantics (IWCS 2011).

Stephen Wu and William Schuler (2011). Structured Composition of Semantic Vectors. Proceedings of the Ninth International Conference on Computational Semantics (IWCS 2011).

Diarmuid O Seaghdha and Anna Korhonen (2011). Probabilistic models of similarity in syntactic context. In Proceedings of the 2011 Conference on Empirical Methods in Natural Language Processing.

Tim Van de Cruys, Thierry Poibeau and Anna Korhonen (2011). Latent Vector Weighting for Word Meaning in Context. In Proceedings of the 2011 Conference on Empirical Methods in Natural Language Processing.

Stefan Thater, Hagen Fürstenau and Manfred Pinkal (2011). Word Meaning in Context: A Simple and Effective Vector Model. In Proceedings of the 5th International Joint Conference on Natural Language Processing.

Sebastian Rudolph and Eugenie Giesbrecht (2010). Compositional Matrix-Space Models of Language. In Proceedings of the 48th Annual Meeting of the Association for Computational Linguistics.

Joseph Reisinger and Raymond J. Mooney (2010). Multi-Prototype Vector-Space Models of Word Meaning. In Human Language Technologies: The 2010 Annual Conference of the North American Chapter of the Association for Computational Linguistics.

Matthias Hartung and Anette Frank (2010). A Structured Vector Space Model for Hidden Attribute Meaning in Adjective-Noun Phrases. In Proceedings of the 23rd International Conference on Computational Linguistics.

Marco Baroni and Roberto Zamparelli (2010). Nouns are Vectors, Adjectives are Matrices: Representing Adjective-Noun Constructions in Semantic Space. In Proceedings of the 2010 Conference on Empirical Methods in Natural Language Processing.

Katrin Erk and Sebastian PadÛ (2010). Exemplar-Based Models for Word Meaning in Context. In Proceedings of the ACL 2010 Conference Short Papers.

Georgiana Dinu and Mirella Lapata (2010). Measuring Distributional Similarity in Context. In Proceedings of the 2010 Conference on Empirical Methods in Natural Language Processing.

Stefan Thater, Hagen Fürstenau and Manfred Pinkal (2010). Contextualizing Semantic Representations Using Syntactically Enriched Vector Models. In Proceedings of the 48th Annual Meeting of the Association for Computational Linguistics.

Jeff Mitchell and Mirella Lapata (2009). Language Models Based on Semantic Composition. In Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing.

Katrin Erk and Sebastian Pado (2008). A Structured Vector Space Model for Word Meaning in Context. In Proceedings of the 2008 Conference on Empirical Methods in Natural Language Processing.

Jeff Mitchell and Mirella Lapata (2010). Composition in Distributional Models of Semantics. Cognitive Science, 34(8), 1388-1429.

Jeff Mitchell and Mirella Lapata (2008). Vector-based Models of Semantic Composition. In Proceedings of Proceedings of ACL-08: HLT.

Walter Kintsch (2001). Predication. Cognitive Science, 25(2): 173-202.

Weitere Literatur

Sebastian Pado and Mirella Lapata (2007). Dependency-Based Construction of Semantic Space Models. Computational Linguistics, 33(2):161-199.

Will Lowe (2001). Towards a Theory of Semantic Space. In Proceedings of the 23rd Conference of the Cognitive Science Society.

Marj Steyvers and Tom Griffiths (2007). Probabilistic Topic Models. In T. Landauer, D. S. McNamara, S. Dennis, and W. Kintsch (Eds.): Handbook of Latent Semantic Analysis. Hillsdale, NJ: Erlbaum.

Peter D. Turney and Patrick Pantel (2010). From Frequency to Meaning. Vector Space Models for Semantics. Journal of Artificial Intelligence Research 37: 141-188.

Dakang Lin (1998). Automatic Retrieval and Clustering of Similar Words. Proceedings of the 36th Annual Meeting of the Association for Computational Linguistics and 17th International Conference on Computational Linguistics.