ACL RD-TEC 1.0 Summarization of W05-0604
Paper Title:
NEW EXPERIMENTS IN DISTRIBUTIONAL REPRESENTATIONS OF SYNONYMY
NEW EXPERIMENTS IN DISTRIBUTIONAL REPRESENTATIONS OF SYNONYMY
Authors: Dayne Freitag and Matthias Blume and John Byrnes and Edmond Chow and Sadik Kapadia and Richard Rohwer and Zhiqiang Wang
Primarily assigned technology terms:
- computational linguistics
- computational natural language learning
- corpus analysis
- database
- distance function
- grouping
- indexing
- information retrieval
- inner product
- language learning
- learning
- maximum likelihood
- natural language learning
- normalization
- parameter setting
- random indexing
- smoothing
- weighting
Other assigned terms:
- adjective
- adverb
- american news corpus
- association for computational linguistics
- benchmark
- bias
- clusters
- co-occurrence
- co-occurrence matrix
- corpora
- corpus frequency
- cosine measure
- distance measure
- distribution
- document
- document frequency
- edit distance
- events
- fact
- feature
- foreign language
- frequency counts
- human performance
- hypothesis
- inflected forms
- interpretation
- inverse document frequency
- jensen-shannon divergence
- knowledge
- large corpora
- lexical semantic
- lexical semantics
- lexical similarity
- likelihood
- linguistics
- meanings
- measure
- measures
- method
- mutual information
- natural language
- news corpus
- nouns
- opinions
- pairs of words
- paragraphs
- parameter settings
- part of speech
- part-of-speech
- parts of speech
- pointwise mutual information
- polysemy
- probabilities
- probability
- probability distribution
- probability theory
- procedure
- random sample
- relation
- representations
- segments
- semantic
- semantic information
- semantic similarity
- sentences
- similarity measure
- similarity measures
- statistic
- statistical significance
- string edit distance
- synonym
- synonyms
- synonymy
- synonymy relation
- synonymy test
- synset
- synsets
- syntactic relation
- target word
- technology
- term
- terms
- test set
- text
- text corpus
- theorem
- theory
- tokens
- training
- training corpus
- training data
- verb
- vocabulary
- weighting scheme
- window size
- word
- word senses
- wordform
- wordnet
- wordnet senses
- words
