Understanding the Source of Semantic Regularities in Word Embeddings.
Hsiao-Yu ChiangJosé Camacho-ColladosZachary A. PardosPublished in: CoNLL (2020)
Keyphrases
- co occurrence
- word similarity
- semantic web
- vector space
- natural language
- semantic description
- semantic network
- semantic information
- sentence similarity
- concept space
- word pairs
- semantic search
- semantic similarity
- high level
- n gram
- euclidean space
- context dependent
- semantic features
- semantic relationships
- linguistic information
- syntactic analysis
- semantic annotation
- high dimensional data
- semantically related
- low dimensional
- distance measure
- dimensionality reduction
- recognizing textual entailment
- knowledge base