2016

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Representing Meaning with a Combination of Logical and Distributional Models
I. Beltagy | Stephen Roller | Pengxiang Cheng | Katrin Erk | Raymond J. Mooney
Computational Linguistics, Volume 42, Issue 4 - December 2016

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Improved Semantic Parsers For If-Then Statements
I. Beltagy | Chris Quirk
Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)

2015

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On the Proper Treatment of Quantifiers in Probabilistic Logic Semantics
Islam Beltagy | Katrin Erk
Proceedings of the 11th International Conference on Computational Semantics

2014

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UTexas: Natural Language Semantics using Distributional Semantics and Probabilistic Logic
Islam Beltagy | Stephen Roller | Gemma Boleda | Katrin Erk | Raymond Mooney
Proceedings of the 8th International Workshop on Semantic Evaluation (SemEval 2014)

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Semantic Parsing using Distributional Semantics and Probabilistic Logic
Islam Beltagy | Katrin Erk | Raymond Mooney
Proceedings of the ACL 2014 Workshop on Semantic Parsing

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Probabilistic Soft Logic for Semantic Textual Similarity
Islam Beltagy | Katrin Erk | Raymond Mooney
Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)

2013

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Montague Meets Markov: Deep Semantics with Probabilistic Logical Form
Islam Beltagy | Cuong Chau | Gemma Boleda | Dan Garrette | Katrin Erk | Raymond Mooney
Second Joint Conference on Lexical and Computational Semantics (*SEM), Volume 1: Proceedings of the Main Conference and the Shared Task: Semantic Textual Similarity