Intra-sentential context effects on the interpretation of logical metonymy

Verbs such as enjoy in the student enjoyed the book exhibit logical metonymy: enjoy is interpreted as enjoy reading. Theoretical work (Pustejovsky, 1991, 1995) predicts that this interpretation can be influenced by intra-sentential context, e.g., by the subject of enjoy .I n this article, we test this prediction using a completion experiment and find that the interpretation of a metonymic verb is influenced by the semantic role of its subject. We present a Bayesian model that accounts for the interpretation of logical metonymy and achieves a good fit on our experimental data. We show that the parameters of the model can be estimated from completion data or from corpus data.

[1]  N. Chater,et al.  Rational models of cognition , 1998 .

[2]  Mirella Lapata,et al.  A Probabilistic Account of Logical Metonymy , 2003, Computational Linguistics.

[3]  Martin J. Pickering,et al.  The rational of analysis of inquiry: The case of parsing. , 1998 .

[4]  Jacob Cohen Statistical Power Analysis for the Behavioral Sciences , 1969, The SAGE Encyclopedia of Research Design.

[5]  Joshua B. Tenenbaum,et al.  Bayesian Modeling of Human Concept Learning , 1998, NIPS.

[6]  Alex Lascarides,et al.  Pragmatics and word meaning , 1998, Journal of Linguistics.

[7]  Barbara H. Partee,et al.  Syntactic categories and semantic type , 1992 .

[8]  Cornelia Maria Verspoor,et al.  Contextually-Dependent Lexical Semantics , 1997 .

[9]  Brian McElree,et al.  Reading time evidence for enriched composition , 2001, Cognition.

[10]  G. Miller,et al.  Cognitive science. , 1981, Science.

[11]  D. C. Howell Statistical Methods for Psychology , 1987 .

[12]  Frank Keller,et al.  Phonology competes with syntax: experimental evidence for the interaction of word order and accent placement in the realization of Information Structure , 2001, Cognition.

[13]  N. Chater,et al.  RATIONAL EXPLANATION OF THE SELECTION TASK , 1996 .

[14]  Daniel Jurafsky,et al.  A Bayesian Model Predicts Human Parse Preference and Reading Times in Sentence Processing , 2001, NIPS.

[15]  Sabine Schulte im Walde A Subcategorisation Lexicon for German Verbs induced from a Lexicalised PCFG , 2002, LREC.

[16]  Mats Rooth,et al.  Valence Induction with a Head-Lexicalized PCFG , 1998, EMNLP.

[17]  Ted Briscoe,et al.  Semi-productive Polysemy and Sense Extension , 1995, J. Semant..

[18]  Ray Jackendoff,et al.  The Architecture of the Language Faculty , 1996 .

[19]  John R. Anderson The Adaptive Character of Thought , 1990 .

[20]  John R. Anderson,et al.  The Role of Process in the Rational Analysis of Memory , 1997, Cognitive Psychology.

[21]  Daniel Jurafsky,et al.  A Probabilistic Model of Lexical and Syntactic Access and Disambiguation , 1996, Cogn. Sci..

[22]  M. Corley,et al.  Syntactic priming in English sentence production: Categorical and latency evidence from an Internet-based study , 2002, Psychonomic bulletin & review.

[23]  Ann Copestake,et al.  The semi-generative lexicon: limits on lexical productivity , 2001 .

[24]  Z. Vendler Adjectives and Nominalizations , 1968 .

[25]  S. Siegel,et al.  Nonparametric Statistics for the Behavioral Sciences , 2022, The SAGE Encyclopedia of Research Design.

[26]  Neil D. Lawrence,et al.  Advances in Neural Information Processing Systems 14 , 2002 .

[27]  A. Stuart,et al.  Non-Parametric Statistics for the Behavioral Sciences. , 1957 .

[28]  Ted Briscoe,et al.  Enjoy the Paper: Lexicology , 1990, COLING.

[29]  N. Chater,et al.  Rational models of cognition , 1998 .

[30]  Martin J. Pickering,et al.  Coercion in sentence processing: evidence from eye-movements and self-paced reading , 2002 .

[31]  Emmon Bach,et al.  The algebra of events , 1986, The Language of Time - A Reader.

[32]  Danièle Godard,et al.  Towards a proper treatment of coercion phenomena , 1993, EACL.

[33]  Thomas G. Dietterich What is machine learning? , 2020, Archives of Disease in Childhood.

[34]  James Pustejovsky,et al.  Aspectual Coercion and Logical Polysemy , 1995, J. Semant..

[35]  Ash Asudeh,et al.  Constraints on Linguistic Coreference: Structural vs. Pragmatic Factors , 2001 .

[36]  N. Chater,et al.  An introduction to rational models of cognition , 1998 .

[37]  James Pustejovsky,et al.  Logical polysemy and aspectual coercion , 1995 .

[38]  James Pustejovsky,et al.  The Generative Lexicon , 1995, CL.