Word Sense Subjectivity for Cross-lingual Lexical Substitution

We explore the relation between word sense subjectivity and cross-lingual lexical substitution, following the intuition that good substitutions will transfer a word's (contextual) sentiment from the source language into the target language. Experiments on English-Chinese lexical substitution show that taking a word's subjectivity into account can indeed improve performance. We also show that just using word sense subjectivity can perform as well as integrating fully-fledged fine-grained word sense disambiguation for words which have both subjective and objective senses.

• Type: Journal
• Year: 2010
• Where: NAACL
• Authors: Fangzhong Su, Katja Markert
• Keywords: Computational Linguistics, Cross-lingual Lexical Substitution, Lexical Substitution, NAACL 2010, Word Sense Subjectivity