Improving Sparse Word Representations with Distributional Inference for Semantic Composition.

Thomas Kober Julie Weeds Jeremy Reffin David J. Weir

Published 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