Word Sense Disambiguation

URI: https://gptkb.org/entity/Word_Sense_Disambiguation

GPTKB entity

Predicate	Object
gptkbp:instanceOf	Natural Language Processing Task
gptkbp:abbreviation	gptkb:WSD
gptkbp:application	gptkb:museum gptkb:Machine_Translation gptkb:Text_Mining Speech Processing
gptkbp:assesses	gptkb:Recall Precision F1 Score
gptkbp:bench	gptkb:SemEval gptkb:Senseval
gptkbp:challenge	Ambiguity Data Sparsity Sense Granularity
gptkbp:field	gptkb:artificial_intelligence gptkb:Computational_Linguistics
gptkbp:goal	Determine correct sense of a word in context
gptkbp:hasResource	gptkb:Oxford_Dictionary gptkb:WordNet gptkb:Wikipedia gptkb:BabelNet
https://www.w3.org/2000/01/rdf-schema#label	Word Sense Disambiguation
gptkbp:method	gptkb:Unsupervised_Learning gptkb:Neural_Networks Supervised Learning Dictionary-based Methods Knowledge-based Methods
gptkbp:notableContributor	gptkb:Eneko_Agirre gptkb:Yorick_Wilks gptkb:Philip_Resnik gptkb:Nancy_Ide
gptkbp:originatedIn	1940s
gptkbp:relatedTo	gptkb:Lesk_Algorithm gptkb:WordNet gptkb:ELMo gptkb:BERT Transfer Learning Transformer Models Polysemy Context Clues Contextual Embeddings Contextualized Word Representations Few-shot Learning Homonymy Lexical Semantics Semantic Similarity Sense Embeddings Sense Inventory Zero-shot Learning
gptkbp:bfsParent	gptkb:WordNet
gptkbp:bfsLayer	6