A computational model of metaphor interpretation
A computational model of metaphor interpretation
Selection and information: a class-based approach to lexical relationships
Selection and information: a class-based approach to lexical relationships
Fluid concepts and creative analogies: computer models of the fundamental mechanisms of thought
Fluid concepts and creative analogies: computer models of the fundamental mechanisms of thought
Moving right along: a computational model of metaphoric reasoning about events
AAAI '99/IAAI '99 Proceedings of the sixteenth national conference on Artificial intelligence and the eleventh Innovative applications of artificial intelligence conference innovative applications of artificial intelligence
Karma: knowledge-based active representations for metaphor and aspect
Karma: knowledge-based active representations for metaphor and aspect
met*: a method for discriminating metonymy and metaphor by computer
Computational Linguistics
Representing regularities in the metaphoric lexicon
COLING '88 Proceedings of the 12th conference on Computational linguistics - Volume 1
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COLING-ACL '06 Proceedings of the COLING/ACL on Interactive presentation sessions
A fluid knowledge representation for understanding and generating creative metaphors
COLING '08 Proceedings of the 22nd International Conference on Computational Linguistics - Volume 1
Improving verb clustering with automatically acquired selectional preferences
EMNLP '09 Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing: Volume 2 - Volume 2
ACL '10 Proceedings of the 48th Annual Meeting of the Association for Computational Linguistics
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COLING '10 Proceedings of the 23rd International Conference on Computational Linguistics
That's what she said: double entendre identification
HLT '11 Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies: short papers - Volume 2
Modelling selectional preferences in a lexical hierarchy
SemEval '12 Proceedings of 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
Distributional phrasal paraphrase generation for statistical machine translation
ACM Transactions on Intelligent Systems and Technology (TIST) - Special Sections on Paraphrasing; Intelligent Systems for Socially Aware Computing; Social Computing, Behavioral-Cultural Modeling, and Prediction
Statistical metaphor processing
Computational Linguistics
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We present a novel approach to metaphor interpretation and a system that produces literal paraphrases for metaphorical expressions. Such a representation is directly transferable to other applications that can benefit from a metaphor processing component. Our method is distinguished from the previous work in that it does not rely on any hand-crafted knowledge about metaphor, but in contrast employs automatically induced selectional preferences. Being the first of its kind, our system is capable of paraphrasing metaphorical expressions with a high accuracy (0.81).