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Cross-lingual Sense Determination: Can It Work? - Computer - cs vassar

Cross-lingual Sense Determination: Can It Work? - Computer - cs vassar 2025

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The document discusses a study on cross-lingual sense determination, focusing on the lexicalization of polysemous words in different languages using an online parallel corpus of George Orwell's 'Nineteen Eighty-Four'. The research aims to analyze how various meanings of English words are expressed differently across languages and whether this can aid in natural language processing tasks like word sense disambiguation (WSD). It explores methodologies for identifying translation equivalents, computes coherence indices to measure sense distinctions, and suggests that cross-lingual data can help structure semantic hierarchies. The findings indicate potential for using parallel corpora in refining sense distinctions for applications such as machine translation and information retrieval.

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