Semantic Frame Induction using Masked Word Embeddings and Two-Step Clustering.
Kosuke YamadaRyohei SasanoKoichi TakedaPublished in: CoRR (2021)
Keyphrases
- clustering algorithm
- high dimensional data
- clustering method
- data clustering
- natural language
- low dimensional
- linguistic information
- vector space
- information theoretic
- hierarchical clustering
- semantic information
- unsupervised learning
- semantic similarity
- keywords
- natural language text
- semantic web
- dimensionality reduction
- co occurrence
- word pairs
- self organizing maps
- k means
- preprocessing step
- semantic knowledge
- cluster analysis
- domain ontology
- dependency relations
- data points
- semantic categories
- grammar induction
- word similarity
- machine learning
- recognizing textual entailment
- semantic network
- document clustering
- semantic annotation
- video frames
- distance measure
- decision trees
- search engine