Synonyms, or words with similar meanings, are critical components in natural language processing (NLP) activities. Understanding their semantic properties, especially in parallel corpora, offers insights into translation, sentiment analysis, and information retrieval systems. This article explores the semantic complexities of synonyms in parallel corpora, emphasizing their importance and ramifications.
INVESTIGATING THE SEMANTIC FEATURES OF SYNONYMS IN PARALLEL CORPORA
DOI:
Keywords:
Parallel corpus
synonyms
semantic features
Abstract
References
Baroni, M., & Bernardini, S. (2004). BootCaT: Bootstrapping Corpora and Terms from the Web. In Proceedings of LREC.
Mikolov, T., et al. (2013). Distributed Representations of Words and Phrases and their Compositionality. In Proceedings of NIPS.
Resnik, P., & Diab, M. (2000). Selection and Information: A Class-Based Approach to Lexical Relationships.
In Proceedings of ACL. Goodman, N. (1952) ‘On likeness of meaning’, in Linsky, L. (ed.) Semantics and the philosophy of language: A collection of readings. Urbana, Illinois: University of Illinois Press, pp. 67-74.
Original work published (1949) Analysis 13, 1-7.
Gove, P. B. (ed.) (1984) Webster’s New Dictionary of Synonyms. Springfield, MA: Merriam-Webster.
Gowers, E. (1986). The Complete Plain Words. 3 rd edn. London: H.M.S.O.