Assessing the Corpus Size vs. Similarity Trade-off for Word Embeddings in Clinical NLP.

Published in: ClinicalNLP@COLING 2016 (2016)

Keyphrases

trade off
word pairs
word frequencies
word sense disambiguation
distance measure
similarity measure
coreference resolution
noun phrases
semantic similarity
co occurrence

sentence level
question answering
vector space
natural language processing
information extraction
natural language text
word similarity
lexical features
reference resolution
word co occurrence

computational linguistics
multiword
semantic analysis
statistical machine translation
training corpus
text corpus
linguistic information
information retrieval
grammar induction
wordnet

dimensionality reduction
text mining
parallel corpus
tasks in natural language processing
sentence similarity
natural language
pos taggers
sentiment analysis
unknown words
word sense