ACL RD-TEC 1.0 Summarization of W06-0308
Paper Title:
TOWARDS A VALIDATED MODEL FOR AFFECTIVE CLASSIFICATION OF TEXTS
TOWARDS A VALIDATED MODEL FOR AFFECTIVE CLASSIFICATION OF TEXTS
Authors: Michel Généreux and Roger Evans
Primarily assigned technology terms:
- affective classification
- algorithm
- automated scoring
- binary classi cation
- classi cation
- classi er
- classification
- computational linguistics
- computing
- information retrieval
- learning
- learning approach
- machine learning
- machine learning approach
- processing
- random selection
- scoring
- scoring method
- scoring system
- search
- sentiment analysis
- shortest path
- smoothing
- support vector machine
- support vector machines
- svm algorithm
- tagging
- thresholding
- tuning
- validation
Other assigned terms:
- adjective
- adverb
- annotation
- approach
- association for computational linguistics
- bias
- binary sentiment
- case
- classi cation accuracy
- classi cation task
- cluster
- confusion matrix
- contextual information
- corpora
- correlation
- data set
- determiners
- distance measure
- distribution
- document
- fact
- feature
- heuristics
- hypothesis
- interpretation
- knowledge
- lexical relations
- lexicon
- likelihood
- linguistics
- log-odds ratio
- measure
- measures
- method
- mood
- mutual information
- noise
- part-ofspeech
- pointwise mutual information
- polarity
- positive and negative examples
- prepositions
- probabilities
- probability
- relation
- representations
- semantic
- semantic association
- semantic content
- semantic similarity
- sentiment
- stem
- stems
- subjectivity
- support vector
- synonyms
- tags
- terms
- text
- training
- training data
- training data set
- training examples
- unigram
- web pages
- word
- words
