ACL RD-TEC 1.0 Summarization of W06-2501
Paper Title:
USING WORDNET-BASED CONTEXT VECTORS TO ESTIMATE THE SEMANTIC RELATEDNESS OF CONCEPTS
USING WORDNET-BASED CONTEXT VECTORS TO ESTIMATE THE SEMANTIC RELATEDNESS OF CONCEPTS
Authors: Siddharth Patwardhan and Ted Pedersen
Primarily assigned technology terms:
- algorithm
- contextual representation
- cutoff
- decomposition
- disambiguation
- disambiguation algorithm
- information retrieval
- language processing
- learning
- matching
- measuring
- natural language processing
- processing
- ranking
- sense disambiguation
- sense disambiguation algorithm
- singular value decomposition
- spelling
- spelling correction
- tuning
- vector representation
- word sense disambiguation
- word space
Other assigned terms:
- ambiguous word
- approach
- bag of words
- biology
- co-occurrence
- co-occurrence information
- co-occurrence matrix
- co-occurrences
- coefficient
- cognitive
- concept
- concepts
- context vector
- context vectors
- context words
- corpora
- correlation
- correlation coefficient
- dictionaries
- dictionary
- dictionary definition
- dictionary definitions
- dimensionality
- document
- document frequency
- experimental results
- fact
- human judgment
- human judgments
- information content
- inverse document frequency
- is-a hierarchy
- large corpus
- ldoce
- lexical resources
- meaning
- meanings
- measure
- measures
- method
- natural language
- noise
- nouns
- overlap measure
- part of speech
- partof-speech
- parts of speech
- probability
- relation
- representations
- second order context
- semantic
- semantic information
- semantic relatedness
- semantic representation
- semantic similarity
- semantic space
- sentence
- sentences
- synonyms
- synsets
- target word
- technique
- term
- term frequency
- terms
- test data
- text
- text corpus
- tf \* idf
- topics
- word
- word sense
- word senses
- word vector
- word-net
- wordnet
- words
