Incorporating Syntactic and Semantic Information in Word Embeddings using Graph Convolutional Networks.
Shikhar VashishthManik BhandariPrateek YadavPiyush RaiChiranjib BhattacharyyaPartha P. TalukdarPublished in: ACL (1) (2019)
Keyphrases
- average degree
- graph structure
- co occurrence
- structured data
- small world
- graph representation
- random walk
- community discovery
- overlapping communities
- directed graph
- complex networks
- network size
- network structure
- betweenness centrality
- vector space
- fully connected
- graph theory
- dynamic networks
- directed edges
- clustering coefficient
- edge weights
- bipartite graph
- graph theoretic
- degree distribution
- graph model
- directed acyclic graph
- connected components
- structural patterns
- graph partitioning
- social graphs
- graph mining algorithms
- graph structures
- power law
- social networks
- graph matching
- community structure
- social network analysis
- n gram
- low dimensional
- keywords