Visualisation of Collocational Preferences for Near-Synonym Discrimination
نویسندگان
چکیده
منابع مشابه
Discriminative Training for Near-Synonym Substitution
Near-synonyms are useful knowledge resources for many natural language applications such as query expansion for information retrieval (IR) and paraphrasing for text generation. However, near-synonyms are not necessarily interchangeable in contexts due to their specific usage and syntactic constraints. Accordingly, it is worth to develop algorithms to verify whether near-synonyms do match the gi...
متن کاملNear-synonym choice in natural language generation
We present Xenon, a natural language generation system capable of distinguishing between nearsynonyms. It integrates a near-synonym choice module with an existing sentence realization module. We evaluate Xenon using English and French nearsynonyms.
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An intelligent thesaurus assists a writer with alternative choices of words and orders them by their suitability in the writing context. In this paper we focus on methods for automatically choosing nearsynonyms by their semantic coherence with the context. Our statistical method uses the Web as a corpus to compute mutual information scores. Evaluation experiments show that this method performs ...
متن کاملContextual Influences on Near-Synonym Choice
One of the least-understood aspects of lexical choice in Natural Language Generation is choosing between near-synonyms. Previous studies of this issue, such as Edmonds and Hirst [4], have focused on semantic differences between near-synonyms, as analysed by lexicographers. Our empirical analysis of near-synonym choice in weather forecasts, however, suggests that other factors are probably more ...
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Near-synonym sets represent groups of words with similar meaning, which are useful knowledge resources for many natural language applications such as query expansion for information retrieval (IR) and computer-assisted language learning. However, near-synonyms are not necessarily interchangeable in contexts due to their specific usage and syntactic constraints. Previous studies have developed v...
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ژورنال
عنوان ژورنال: Lexikos
سال: 2017
ISSN: 2224-0039
DOI: 10.5788/27-1-1401