ACL RD-TEC 1.0 Summarization of N06-1026
Paper Title:
IDENTIFYING AND ANALYZING JUDGMENT OPINIONS
IDENTIFYING AND ANALYZING JUDGMENT OPINIONS
Authors: Soo-Min Kim and Eduard Hovy
Primarily assigned technology terms:
- 7-fold cross validation
- algorithm
- alignment technique
- bootstrapping
- candidate selection
- candidate selection method
- charniak parser
- classification
- classification system
- classifier
- conditional random fields
- cross validation
- document translation
- document translation system
- entity tagger
- evaluation system
- extraction application
- extraction pattern learning
- feature selection
- giza
- graphical model
- identification
- identification system
- information extraction
- internet
- learning
- learning process
- maximum entropy
- maximum entropy model
- me training
- modeling
- monitoring
- named entity tagger
- opinion analysis
- opinion detection
- opinion detection and analysis
- opinion monitoring
- parser
- parsing
- pattern learning
- public opinion monitoring
- question answering
- ranking
- search
- selection method
- sentiment analysis
- sentiment classification
- sequence tagging
- splitting
- statistical word alignment
- tagger
- tagging
- translation system
- validation
- word alignment
- word classification
- word sentiment classification
- word sentiment classifier
Other assigned terms:
- 10-fold cross validation
- adjective
- annotated dataset
- annotation
- annotator
- annotators
- approach
- case
- classification problem
- community
- computational framework
- concepts
- conditional probability
- conditional probability distribution
- data set
- data sparseness
- data sparseness problem
- distribution
- document
- english verbs
- entropy
- entropy models
- evaluations
- events
- experimental results
- extraction patterns
- f-score
- fact
- feature
- french
- genre
- gold standard
- human annotators
- hypothesis
- inter-annotator agreement
- maximum entropy models
- measure
- measures
- mechanisms
- message
- method
- methodology
- model parameter
- named entities
- named entity
- nist
- noun phrases
- nouns
- opinion
- opinions
- parse
- parse tree
- polarity
- precision
- probability
- probability distribution
- process
- pronoun
- pronouns
- propositions
- ranking model
- relation
- seed
- seed words
- semantic
- semantic class
- semantic features
- sentence
- sentence level
- sentences
- sentiment
- sparseness problem
- statistics
- structural relation
- subjectivity
- synonym
- synonym set
- synonyms
- synset
- syntactic features
- tagging task
- tags
- technique
- term
- test data
- test set
- text
- training
- training data
- translation pairs
- tree
- tree structure
- verb
- word
- wordnet
- words
