Improving Sparse Word Representations with Distributional Inference for Semantic Composition.
Thomas KoberJulie WeedsJeremy ReffinDavid J. WeirPublished in: EMNLP (2016)
Keyphrases
- co occurrence
- semantic representations
- lexical semantics
- semantic similarity
- intermediate representations
- linguistic information
- semantic relationships
- word pairs
- natural language
- semantic representation
- sparse representation
- dependency relations
- concept space
- word recognition
- word similarity
- semantic web
- higher level
- word clouds
- probabilistic inference
- bayesian inference
- n gram
- recognizing textual entailment
- sparse data
- domain specific
- semantic features
- syntactic analysis
- inference process
- noun phrases
- information retrieval
- word sense disambiguation
- semantic annotation
- machine translation
- semantic information
- wordnet
- high dimensional
- high level