Verb Sense Clustering using Contextualized Word Representations for Semantic Frame Induction.
Kosuke YamadaRyohei SasanoKoichi TakedaPublished in: ACL/IJCNLP (Findings) (2021)
Keyphrases
- sense disambiguation
- wordnet
- word sense disambiguation
- dependency relations
- word sense
- natural language
- cross language information retrieval
- clustering algorithm
- clustering method
- co occurrence
- semantic representations
- semantic roles
- word meanings
- k means
- semantic relations
- noun phrases
- ambiguous words
- cluster analysis
- semantic similarity
- semantic network
- information theoretic
- semantic classes
- word pairs
- hierarchical clustering
- natural language text
- unsupervised learning
- data clustering
- machine learning
- semantic web
- intermediate representations
- part of speech
- semantic analysis
- semantic representation
- semantic role labeling
- semantically related
- higher level
- spectral clustering
- video frames