DefSent: Sentence Embeddings using Definition Sentences.
Hayato TsukagoshiRyohei SasanoKoichi TakedaPublished in: CoRR (2021)
Keyphrases
- sentence level
- natural language
- text summarization
- sentence retrieval
- linguistic features
- dependency tree
- parse tree
- syntactic structures
- automatic summarization
- semantic roles
- syntactic analysis
- sentence similarity
- syntactic information
- natural language sentences
- multi document summarization
- text corpus
- phrase structure
- word frequency
- discourse structure
- sentence compression
- semantic role labeling
- syntactic categories
- dependency structure
- question answering
- single document summarization
- text generation
- syntactic parsing
- predicate argument
- noun phrases
- vector space
- information extraction
- syntactic features
- novelty detection
- relation extraction
- comparative sentences
- sentiment analysis
- automatic text summarization
- sentiment classification
- dimensionality reduction
- semantic analysis
- part of speech
- dependency relations
- word order
- n gram
- document set
- dependency parsing