Joint Semantic and Distributional Word Representations with Multi-Graph Embeddings.
Pierre Daix-MoreuxMatthias GalléPublished in: TextGraphs@EMNLP (2019)
Keyphrases
- co occurrence
- semantic representations
- semantic similarity
- graph model
- word similarity
- graph representations
- graph representation
- word pairs
- syntactic analysis
- vector representation
- semantic knowledge
- semantic web
- random walk
- higher level
- graph theory
- semantic information
- linguistic information
- semantic network
- semantic description
- semantic relationships
- word sense disambiguation
- vector space
- structured data
- wordnet
- intermediate representations
- natural language
- word sense
- word clouds
- semantic analysis
- low level
- connected components
- directed graph
- euclidean space
- graph structure
- semantic representation
- bipartite graph
- graph matching
- weighted graph
- directed acyclic graph
- n gram
- distance measure
- document space
- dimensionality reduction
- sentence similarity
- semantic features
- keywords