Compositional Distributional Models of Meaning: Publications
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[1]
"Not not bad" is not "bad": A distributional account of negation
Karl Moritz Hermann‚ Edward Grefenstette and Phil Blunsom
In Proceedings of the 2013 Workshop on Continuous Vector Space Models and their Compositionality. August, 2013.
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[2]
A Compositional Distributional Model of Meaning
Stephen Clark‚ Bob Coecke and Mehrnoosh Sadrzadeh
In Proceedings of the Second Symposium on Quantum Interaction (QI−2008). Pages 133–140. 2008.
Details about A Compositional Distributional Model of Meaning | BibTeX data for A Compositional Distributional Model of Meaning
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[3]
A Compositional Distributional Semantics‚ Two Concrete Constructions‚ and some Experimental Evaluations
Mehrnoosh Sadrzadeh and Edward Grefenstette
In Lecture Notes in Computer Science. Vol. 7052. Pages 35–47. 2011.
Details about A Compositional Distributional Semantics‚ Two Concrete Constructions‚ and some Experimental Evaluations | BibTeX data for A Compositional Distributional Semantics‚ Two Concrete Constructions‚ and some Experimental Evaluations | Link to A Compositional Distributional Semantics‚ Two Concrete Constructions‚ and some Experimental Evaluations
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[4]
A Convolutional Neural Network for Modelling Sentences
Nal Kalchbrenner‚ Edward Grefenstette and Phil Blunsom
In Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics. June, 2014.
Details about A Convolutional Neural Network for Modelling Sentences | BibTeX data for A Convolutional Neural Network for Modelling Sentences | Link to A Convolutional Neural Network for Modelling Sentences
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[5]
A Study of Entanglement in a Categorical Framework of Natural Language
Dimitri Kartsaklis and Mehrnoosh Sadrzadeh
In Proceedings of the 11th Workshop on Quantum Physics and Logic (QPL). Kyoto‚ Japan. June, 2014.
Details about A Study of Entanglement in a Categorical Framework of Natural Language | BibTeX data for A Study of Entanglement in a Categorical Framework of Natural Language | Download (pdf) of A Study of Entanglement in a Categorical Framework of Natural Language
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[6]
A Type−Driven Tensor−Based Semantics for CCG
Jean Maillard‚ Stephen Clark and Edward Grefenstette
In EACL 2014 Type Theory and Natural Language Semantics Workshop. 2014.
Details about A Type−Driven Tensor−Based Semantics for CCG | BibTeX data for A Type−Driven Tensor−Based Semantics for CCG | Link to A Type−Driven Tensor−Based Semantics for CCG
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[7]
A Unified Sentence Space for Categorical Distributional−Compositional Semantics: Theory and Experiments
Dimitri Kartsaklis‚ Mehrnoosh Sadrzadeh and Stephen Pulman
In Proceedings of 24th International Conference on Computational Linguistics (COLING): Posters. Pages 549−558. Mumbai‚ India. December, 2012.
Details about A Unified Sentence Space for Categorical Distributional−Compositional Semantics: Theory and Experiments | BibTeX data for A Unified Sentence Space for Categorical Distributional−Compositional Semantics: Theory and Experiments | Download (pdf) of A Unified Sentence Space for Categorical Distributional−Compositional Semantics: Theory and Experiments
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[8]
Category−Theoretic Quantitative Compositional Distributional Models of Natural Language Semantics
Edward Grefenstette
PhD Thesis June, 2013.
Details about Category−Theoretic Quantitative Compositional Distributional Models of Natural Language Semantics | BibTeX data for Category−Theoretic Quantitative Compositional Distributional Models of Natural Language Semantics | Link to Category−Theoretic Quantitative Compositional Distributional Models of Natural Language Semantics
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[9]
Combining Symbolic and Distributional Models of Meaning
Stephen Clark and Stephen Pulman
In Proceedings of the AAAI Spring Symposium on Quantum Interaction. Pages 52–55. 2007.
Details about Combining Symbolic and Distributional Models of Meaning | BibTeX data for Combining Symbolic and Distributional Models of Meaning | Download (pdf) of Combining Symbolic and Distributional Models of Meaning
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[10]
Compositional Operators in Distributional Semantics
Dimitri Kartsaklis
In Springer Science Reviews. April, 2014.
Details about Compositional Operators in Distributional Semantics | BibTeX data for Compositional Operators in Distributional Semantics | Download (pdf) of Compositional Operators in Distributional Semantics | DOI (10.1007/s40362-014-0017-z)
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[11]
Concrete Models and Empirical Evaluations for the Categorical Compositional Distributional Model of Meaning
Edward Grefenstette and Mehrnoosh Sadrzadeh
In Computational Linguistics. 2014.
Details about Concrete Models and Empirical Evaluations for the Categorical Compositional Distributional Model of Meaning | BibTeX data for Concrete Models and Empirical Evaluations for the Categorical Compositional Distributional Model of Meaning
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[12]
Concrete Sentence Spaces for Compositional Distributional Models of Meaning
Edward Grefenstette‚ Mehrnoosh Sadrzadeh‚ Stephen Clark‚ Bob Coecke and Stephen Pulman
In Proceedings of the 9th International Conference on Computational Semantics (IWCS11). Pages 125–134. 2011.
Details about Concrete Sentence Spaces for Compositional Distributional Models of Meaning | BibTeX data for Concrete Sentence Spaces for Compositional Distributional Models of Meaning | Download (pdf) of Concrete Sentence Spaces for Compositional Distributional Models of Meaning
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[13]
Evaluating Neural Word Representations in Tensor−Based Compositional Settings
Dmitrijs Milajevs‚ Dimitri Kartsaklis‚ Mehrnoosh Sadrzadeh and Matthew Purver
In Proceedings of the 2014 Conference on Empirical Methods in Natural Language Processing (EMNLP). Doha‚ Qatar. October, 2014. Association for Computational Linguistics.
Details about Evaluating Neural Word Representations in Tensor−Based Compositional Settings | BibTeX data for Evaluating Neural Word Representations in Tensor−Based Compositional Settings | Download (pdf) of Evaluating Neural Word Representations in Tensor−Based Compositional Settings | Download (pdf) of Evaluating Neural Word Representations in Tensor−Based Compositional Settings
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[14]
Experimental Support for a Categorical Compositional Distributional Model of Meaning
Edward Grefenstette and Mehrnoosh Sadrzadeh
In Proceedings of the 2011 Conference on Empirical Methods in Natural Language Processing. 2011.
Details about Experimental Support for a Categorical Compositional Distributional Model of Meaning | BibTeX data for Experimental Support for a Categorical Compositional Distributional Model of Meaning | Download (pdf) of Experimental Support for a Categorical Compositional Distributional Model of Meaning
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[15]
Experimenting with Transitive Verbs in a DisCoCat
Edward Grefenstette and Mehrnoosh Sadrzadeh
In Proceedings of the GEMS 2011 Workshop on GEometrical Models of Natural Language Semantics. 2011.
Details about Experimenting with Transitive Verbs in a DisCoCat | BibTeX data for Experimenting with Transitive Verbs in a DisCoCat | Download (pdf) of Experimenting with Transitive Verbs in a DisCoCat
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[16]
Investigating the Role or Prior Disambiguation in Deep−Learning Compositional Models of Meaning
Jianpeng Cheng‚ Dimitri Kartsaklis and Edward Grefenstette
In Learning Semantics workshop‚ NIPS 2014. Montreal‚ Canada. December, 2014.
Details about Investigating the Role or Prior Disambiguation in Deep−Learning Compositional Models of Meaning | BibTeX data for Investigating the Role or Prior Disambiguation in Deep−Learning Compositional Models of Meaning | Download (pdf) of Investigating the Role or Prior Disambiguation in Deep−Learning Compositional Models of Meaning
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[17]
Lambek vs. Lambek: Functorial Vector Space Semantics and String Diagrams for Lambek Calculus
Bob Coecke‚ Edward Grefenstette and Mehrnoosh Sadrzadeh
In Annals of Pure and Applied Logic. 2013.
Details about Lambek vs. Lambek: Functorial Vector Space Semantics and String Diagrams for Lambek Calculus | BibTeX data for Lambek vs. Lambek: Functorial Vector Space Semantics and String Diagrams for Lambek Calculus | Link to Lambek vs. Lambek: Functorial Vector Space Semantics and String Diagrams for Lambek Calculus
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[18]
Mathematical Foundations for a Compositional Distributed Model of Meaning
Stephen Clark‚ Bob Coecke and Mehrnoosh Sadrzadeh
In Linguistic Analysis. Vol. 36. No. 1−4. Pages 345–384. 2011.
Details about Mathematical Foundations for a Compositional Distributed Model of Meaning | BibTeX data for Mathematical Foundations for a Compositional Distributed Model of Meaning
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[19]
Multi−Step Regression Learning for Compositional Distributional Semantics
Edward Grefenstette‚ Georgiana Dinu‚ Yao−Zhong Zhang‚ Mehrnoosh Sadrzadeh and Marco Baroni
In Proceedings of the 10th International Conference on Computational Semantics (IWCS 2013). 2013.
Details about Multi−Step Regression Learning for Compositional Distributional Semantics | BibTeX data for Multi−Step Regression Learning for Compositional Distributional Semantics | Download (pdf) of Multi−Step Regression Learning for Compositional Distributional Semantics
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[20]
Prior Disambiguation of Word Tensors for Constructing Sentence Vectors
Dimitri Kartsaklis and Mehrnoosh Sadrzadeh
In Proceedings of the 2013 Conference on Empirical Methods in Natural Language Processing (EMNLP). Seattle‚ USA. October, 2013.
Details about Prior Disambiguation of Word Tensors for Constructing Sentence Vectors | BibTeX data for Prior Disambiguation of Word Tensors for Constructing Sentence Vectors | Download (pdf) of Prior Disambiguation of Word Tensors for Constructing Sentence Vectors
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[21]
Quantum Physics and Linguistics: A Compositional‚ Diagrammatic Discourse
Chris Heunen‚ Mehrnoosh Sadrzadeh and Edward Grefenstette, editors
Oxford University Press. February, 2013.
Details about Quantum Physics and Linguistics: A Compositional‚ Diagrammatic Discourse | BibTeX data for Quantum Physics and Linguistics: A Compositional‚ Diagrammatic Discourse | Link to Quantum Physics and Linguistics: A Compositional‚ Diagrammatic Discourse
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[22]
Reasoning about Meaning in Natural Language with Compact Closed Categories and Frobenius Algebras
Dimitri Kartsaklis‚ Mehrnoosh Sadrzadeh‚ Stephen Pulman and Bob Coecke
In A. Chubb J. Eskandarian and V. Harizanov, editors, Logic and Algebraic Structures in Quantum Computing and Information. Cambridge University Press. 2013.
To appear
Details about Reasoning about Meaning in Natural Language with Compact Closed Categories and Frobenius Algebras | BibTeX data for Reasoning about Meaning in Natural Language with Compact Closed Categories and Frobenius Algebras | Download (pdf) of Reasoning about Meaning in Natural Language with Compact Closed Categories and Frobenius Algebras
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[23]
Recurrent Continuous Translation Models
Nal Kalchbrenner and Phil Blunsom
Seattle. October, 2013. Association for Computational Linguistics.
Details about Recurrent Continuous Translation Models | BibTeX data for Recurrent Continuous Translation Models
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[24]
Recurrent Convolutional Neural Networks for Discourse Compositionality
Nal Kalchbrenner and Phil Blunsom
In Proceedings of the 2013 Workshop on Continuous Vector Space Models and their Compositionality. 2013.
Details about Recurrent Convolutional Neural Networks for Discourse Compositionality | BibTeX data for Recurrent Convolutional Neural Networks for Discourse Compositionality
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[25]
Resolving Lexical Ambiguity in Tensor Regression Models of Meaning
Dimitri Kartsaklis‚ Nal Kalchbrenner and Mehrnoosh Sadrzadeh
In Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics (Vol. 2: Short Papers). Pages 212–217. Baltimore‚ USA. June, 2014. Association for Computational Linguistics.
Details about Resolving Lexical Ambiguity in Tensor Regression Models of Meaning | BibTeX data for Resolving Lexical Ambiguity in Tensor Regression Models of Meaning | Download (pdf) of Resolving Lexical Ambiguity in Tensor Regression Models of Meaning
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[26]
Separating Disambiguation from Composition in Distributional Semantics
Dimitri Kartsaklis‚ Mehrnoosh Sadrzadeh and Stephen Pulman
In Proceedings of 17th Conference on Natural Language Learning (CoNLL). Pages 114−123. Sofia‚ Bulgaria. August, 2013.
Details about Separating Disambiguation from Composition in Distributional Semantics | BibTeX data for Separating Disambiguation from Composition in Distributional Semantics | Download (pdf) of Separating Disambiguation from Composition in Distributional Semantics
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[27]
Towards a Formal Distributional Semantics: Simulating Logical Calculi with Tensors
Edward Grefenstette
In Proceedings of the Second Joint Conference on Lexical and Computational Semantics. 2013.
Details about Towards a Formal Distributional Semantics: Simulating Logical Calculi with Tensors | BibTeX data for Towards a Formal Distributional Semantics: Simulating Logical Calculi with Tensors | Download (pdf) of Towards a Formal Distributional Semantics: Simulating Logical Calculi with Tensors