Language Modelling Makes Sense - WSD (and more) with Contextual Embeddings
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Updated
Jun 12, 2023 - Python
Language Modelling Makes Sense - WSD (and more) with Contextual Embeddings
BabelNet (and WordNet) sense embedding trained with Word2Vec and FastText
Sense embedding using Gensim Word2Vec with EuroSense dataset
Given context of words surrounding a target word, model has to predict correct word sense in form of _lemma.synset Output is word sense embedding not word embeddings
Neural Sense Embeddings, replicating "SENSEMBED: Learning Sense Embeddings for Word and Relational Similarity", Iacobacci, Pilehvar and Navigli, 2015
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