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What is Word Sense Disambiguation in Semantics about?

The document discusses compositional semantics and word sense disambiguation (WSD), highlighting challenges such as word sense ambiguity and various approaches to resolve it, including rule-based, unsupervised, and supervised methods. It categorizes types of word sense ambiguity into homonymy, polysemy, and categorial ambiguity, detailing their implications for semantic interpretation and disambiguation strategies. Additionally, it addresses the limitations of N-gram models in modern NLP, emphasizing the sh

Author

praneethakalva

Language

EN