Dependency Based Embeddings for Sentence Classification Tasks.
Alexandros KomninosSuresh ManandharPublished in: HLT-NAACL (2016)
Keyphrases
- dependency relations
- dependency structure
- natural language
- vector space
- dependency trees
- sentence retrieval
- dependency graph
- sentence level
- part of speech
- euclidean space
- semantic dependencies
- semantic analysis
- noun phrases
- machine learning
- automatic summarization
- natural language sentences
- distance measure
- syntactic information
- manifold learning
- high dimensional data
- low dimensional
- recognizing textual entailment
- natural language processing
- syntactic categories