ACL RD-TEC 1.0 Summarization of P05-1015
Paper Title:
SEEING STARS: EXPLOITING CLASS RELATIONSHIPS FOR SENTIMENT CATEGORIZATION WITH RESPECT TO RATING SCALES
SEEING STARS: EXPLOITING CLASS RELATIONSHIPS FOR SENTIMENT CATEGORIZATION WITH RESPECT TO RATING SCALES
Authors: Bo Pang and Lillian Lee
Primarily assigned technology terms:
- algorithm
- approximation
- automated classi cation
- binary classi cation
- categorization
- classi cation
- classi er
- classi er combination
- classi er conversion
- computer science
- computing
- cross-validation
- internet
- kernel
- learning
- learning algorithm
- learning algorithms
- linear regression
- naive bayes
- nearest neighbors
- optimization
- ordinal regression
- posteriori estimation
- processing
- ranking
- rating
- rating system
- regression
- reporting
- semi-supervised learning
- sentiment analysis
- support vector machines
- svm regression
- ten-fold cross-validation
- text categorization
- transduction
- validation
Other assigned terms:
- 10-fold cross-validation
- approach
- case
- conversion method
- corpora
- data set
- distance metric
- document
- document sets
- document similarity
- document vectors
- estimation
- evaluations
- fact
- feature
- feature space
- heuristic
- human performance
- hypothesis
- inter-annotator agreement
- interpretation
- labeling
- language models
- mapping
- measure
- method
- mixture models
- opinion
- opinion strength
- opinions
- optimization problem
- pairwise similarity measure
- parameter settings
- polarity
- rating-inference problem
- sentence
- sentences
- sentiment
- similarity function
- similarity measure
- similarity metric
- support vector
- svms
- technologies
- term
- terms
- text
- training
- training data
- training set
- transformation
- vocabulary
