ACL RD-TEC 1.0 Summarization of P97-1005
Paper Title:
AUTOMATIC DETECTION OF TEXT GENRE
AUTOMATIC DETECTION OF TEXT GENRE
Authors: Brett Kessler and Geoffrey Nunberg and Hinrich Schutze
Primarily assigned technology terms:
- automatic classification
- categorization
- classification
- classification system
- computational linguistics
- cross-validation
- data base
- databases
- disambiguation
- factor analysis
- genre classification
- genre detection
- genre identification
- identification
- indexing
- information retrieval
- language processing
- likelihood estimation
- linear regression
- logistic regression
- maximum likelihood
- maximum likelihood estimation
- modeling
- multi-layer perceptron
- natural language processing
- neural net
- neural networks
- parsing
- perceptron
- pos-tagging
- predictor
- processing
- recognition
- regression
- search
- searching
- selection technique
- statistical technique
- stylistic analysis
- summarization
- tagging
- validation
- variable selection
- weighting
- word-sense disambiguation
- world-wide web
Other assigned terms:
- affixes
- approach
- authorship
- baseline performance
- binomial distribution
- binomial model
- brown corpus
- case
- characters
- computational linguists
- corpora
- distribution
- estimation
- evaluation set
- events
- fact
- feature
- feature vector
- feature vectors
- french
- genre
- hierarchical structure
- hypotheses
- knowledge
- labeling
- lexical features
- likelihood
- linear combination
- linguistic
- linguistic features
- linguistics
- linguists
- meaning
- measures
- method
- natural language
- opinion
- parsing accuracy
- part-of-speech
- part-of-speech tags
- probability
- pronoun
- punctuation
- search results
- semantic
- sentence
- sentences
- signal
- standard deviation
- stems
- stress
- style
- subcorpus
- symbols
- syntactic categories
- tags
- taxonomy
- technique
- term
- terms
- text
- text genre
- text length
- theoretical framework
- theories
- theory
- tokens
- training
- training data
- training set
- understanding
- verb
- verb forms
- weight vector
- word
- word types
- words
