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Lexical Ambiguity Resolution

Lexical Ambiguity Resolution
Author: Steven L. Small
Publisher: Elsevier
Total Pages: 529
Release: 2013-10-22
Genre: Computers
ISBN: 0080510132

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The most frequently used words in English are highly ambiguous; for example, Webster's Ninth New Collegiate Dictionary lists 94 meanings for the word "run" as a verb alone. Yet people rarely notice this ambiguity. Solving this puzzle has commanded the efforts of cognitive scientists for many years. The solution most often identified is "context": we use the context of utterance to determine the proper meanings of words and sentences. The problem then becomes specifying the nature of context and how it interacts with the rest of an understanding system. The difficulty becomes especially apparent in the attempt to write a computer program to understand natural language. Lexical ambiguity resolution (LAR), then, is one of the central problems in natural language and computational semantics research. A collection of the best research on LAR available, this volume offers eighteen original papers by leading scientists. Part I, Computer Models, describes nine attempts to discover the processes necessary for disambiguation by implementing programs to do the job. Part II, Empirical Studies, goes into the laboratory setting to examine the nature of the human disambiguation mechanism and the structure of ambiguity itself. A primary goal of this volume is to propose a cognitive science perspective arising out of the conjunction of work and approaches from neuropsychology, psycholinguistics, and artificial intelligence--thereby encouraging a closer cooperation and collaboration among these fields. Lexical Ambiguity Resolution is a valuable and accessible source book for students and cognitive scientists in AI, psycholinguistics, neuropsychology, or theoretical linguistics.


Ambiguity in Psycholinguistics

Ambiguity in Psycholinguistics
Author: Joseph F. Kess
Publisher: John Benjamins Publishing
Total Pages: 131
Release: 1981-01-01
Genre: Language Arts & Disciplines
ISBN: 9027280819

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The authors present a comprehensive overview of past research in ambiguity in the field of psycholinguistics. Experimental results have often been equivocal in allowing a choice between the single-reading hypothesis and the multiple-reading hypothesis of processing of ambiguous sentences. This text reviews the arguments and experimental results in support of each of these views, and further investigates the contributions of context and thematic constraints in the process of ambiguity resolution. Commentary is also made on the possible hierarchical ordering of difficulty in the treatment of ambiguity, as well as critically related considerations like bias, individual differences, general cognitive strategies for dealing with multiphase representations, and the inherent differences between lexical and syntactic ambiguity.


Semantic Interpretation and the Resolution of Ambiguity

Semantic Interpretation and the Resolution of Ambiguity
Author: Graeme Hirst
Publisher: Cambridge University Press
Total Pages: 284
Release: 1987
Genre: Computers
ISBN: 9780521428989

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Semantic interpretation and the resolution of ambiguity presents an important advance in computer understanding of natural language. While parsing techniques have been greatly improved in recent years, the approach to semantics has generally improved in recent years, the approach to semantics has generally been ad hoc and had little theoretical basis. Graeme Hirst offers a new, theoretically motivated foundation for conceptual analysis by computer, and shows how this framework facilitates the resolution of lexical and syntactic ambiguities. His approach is interdisciplinary, drawing on research in computational linguistics, artificial intelligence, montague semantics, and cognitive psychology.


Individual Differences in Lexical and Syntactic Ambiguity Resolution

Individual Differences in Lexical and Syntactic Ambiguity Resolution
Author: Louise A. Stanczak
Publisher:
Total Pages: 470
Release: 2008
Genre:
ISBN:

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Abstract: The use of two relevant sources of information--frequency and contextual plausibility--during on-line lexical and syntactic ambiguity resolution was examined as a function of verbal working memory capacity in four self-paced reading experiments. Experiment 1 demonstrated that lexical ambiguity resolution was more difficult when disambiguating sentences toward the less frequent homograph meaning. Experiment 2 showed that lexical ambiguity resolution was facilitated when homographs were preceded by strong contextual plausibility information. Experiment 3 found that syntactic ambiguity resolution was facilitated when verb bias information supported the syntactic parse, and experiment 4 demonstrated that contextual plausibility cues which disfavored the incorrect syntactic parse eased sentence comprehension. These results replicated previous research. Additionally, verbal working memory capacity did not mediate ambiguity effects in any of the four experiments. These data best support the working memory theory proposed by Caplan and Waters (1999), who hypothesize that on-line sentence comprehension is not mediated by verbal working memory resources, and these data provide evidence against other working memory theories that have been proposed by Just and Carpenter (1992) and Pearlmutter and MacDonald (1995). Ambiguity effects from each experiment were correlated with the other experiments. An individual's ability to use frequency information correlated with the ability to use contextual plausibility information within lexical ambiguities and within syntactic ambiguities. These results support a model of language in which frequency and contextual plausibility cues interact within each linguistic domain. An individual's ability to use homograph bias was not correlated with the ability to use verb bias, and an individual's ability to use contextual plausibility information was not correlated across lexical and syntactic ambiguities. These results support the autonomy theory, which posits that lexical and syntactic ambiguities are processed independently. These results are also discussed with respect to implications for the lexically-based constraint satisfaction theory, which hypothesizes that lexical and syntactic ambiguities are processed through a single mechanism by the same resources.