Siamese CBOW: Optimizing Word Embeddings for Sentence Representations.
Tom KenterAlexey BorisovMaarten de RijkePublished in: ACL (1) (2016)
Keyphrases
- sentence level
- syntactic information
- word level
- noun phrases
- text corpus
- syntactic analysis
- vector space
- natural language
- sentence similarity
- lexico syntactic
- syntactic categories
- dependency relations
- n gram
- part of speech
- word clouds
- training corpus
- word sense disambiguation
- manifold learning
- word recognition
- ambiguous words
- stop words
- word order
- question answering
- low dimensional
- probabilistic context free grammars
- co occurrence
- high dimensional
- parallel corpus
- text summarization
- semantic roles
- distance measure
- multi document summarization
- language model
- maximum entropy classifier
- information retrieval