Does BERT Make Any Sense? Interpretable Word Sense Disambiguation with Contextualized Embeddings.
Gregor WiedemannSteffen RemusAvi ChawlaChris BiemannPublished in: KONVENS (2019)
Keyphrases
- word sense disambiguation
- word sense
- sense disambiguation
- wordnet
- natural language processing
- target word
- feature generation
- machine translation
- semantic similarity
- semantic relatedness
- part of speech
- wide coverage
- linguistic knowledge
- information extraction
- highly ambiguous
- low dimensional
- feature set
- dimensionality reduction
- co occurrence
- ambiguous words
- lexical knowledge
- computational linguistics
- unsupervised word sense disambiguation
- minimally supervised
- semantic relations
- text processing
- cross language information retrieval
- knowledge base
- data mining