An exploration of semantic relations in neural word embeddings using extrinsic knowledge.
Zhiwei ChenZhe HeXiuwen LiuJiang BianPublished in: BIBM (2017)
Keyphrases
- semantic relations
- co occurrence
- knowledge sources
- word pairs
- semantic network
- semantic structure
- noun phrases
- wordnet
- relation extraction
- domain knowledge
- knowledge representation
- word sense
- semantic relatedness between words
- neural network
- knowledge base
- domain specific
- natural language processing
- knowledge discovery
- ontology learning
- dependency relations
- knowledge acquisition
- semantic relationships
- artificial intelligence
- n gram
- knowledge based systems
- related words
- lexical chains
- data mining