ACL RD-TEC 1.0 Summarization of P05-1017
Paper Title:
EXTRACTING SEMANTIC ORIENTATIONS OF WORDS USING SPIN MODEL
EXTRACTING SEMANTIC ORIENTATIONS OF WORDS USING SPIN MODEL
Authors: Hiroya Takamura and Takashi Inui and Manabu Okumura
Primarily assigned technology terms:
- active learning
- approximation
- bootstrapping
- bootstrapping method
- classification
- computational linguistics
- computing
- cross validation
- decoding
- disambiguation
- error analysis
- global optimization
- hyper-parameter estimation
- identification
- internet
- language processing
- latent semantic analysis
- learning
- learning method
- lemmatization
- linking
- machine learning
- maximum entropy
- maximum entropy model
- model estimation
- modelling
- natural language processing
- normalization
- optimization
- orientation extraction
- parameter selection
- part-of-speech tagging
- probability function
- processing
- reading
- search
- search engine
- semantic analysis
- sense disambiguation
- shortest path
- shortest-path
- tagging
- validation
- word sense disambiguation
Other assigned terms:
- 10-fold cross validation
- ambiguity
- array
- association strength
- brown corpus
- case
- classification accuracy
- cluster
- community
- confidence measure
- corpora
- decision rule
- dictionary
- distribution
- document
- empirical evaluation
- english lexicon
- entropy
- error rate
- estimation
- gold standard
- heuristic
- idiomatic expressions
- knowledge
- kullback-leibler divergence
- large corpus
- latent semantic
- lexicon
- linguistics
- manual tagging
- measure
- medium-sized corpus
- method
- natural language
- negation
- normalization factor
- nouns
- opinions
- part-of-speech
- phrase
- polarity
- posterior
- precision
- probability
- probability distribution
- query
- questionnaire
- relation
- seed
- seed words
- semantic
- semantic orientation extraction
- sentence
- sentences
- structural information
- subjective nouns
- synonyms
- synonymy
- syntactic information
- term
- terms
- test data
- text
- theory
- thesaurus
- transformation
- word
- word sense
- word senses
- wordnet
- words
