ACL RD-TEC 1.0 Summarization of P01-1014
Paper Title:
TOWARDS AUTOMATIC CLASSIFICATION OF DISCOURSE ELEMENTS IN ESSAYS
TOWARDS AUTOMATIC CLASSIFICATION OF DISCOURSE ELEMENTS IN ESSAYS
Authors: Jill Burstein and Daniel Marcu and Slava Andreyev and Martin Chodorow
Primarily assigned technology terms:
- algorithm
- annotation tool
- automated essay scoring
- automatic classification
- bayes classification
- bayes classifier
- bayesian classification
- bayesian classifier
- classification
- classification technique
- classification techniques
- classifier
- classifiers
- content analysis
- cross validation
- cross-validation
- discourse parser
- essay evaluation
- essay scoring
- estimator
- identification
- java
- language modeling
- modeling
- parser
- recognition
- scoring
- speech recognition
- statement identification
- statistical language modeling
- structure parser
- summarization
- summarization technology
- text classification
- thesis statement identification
- training scoring
- validation
Other assigned terms:
- annotation
- annotator
- annotators
- approach
- case
- classification task
- coefficient
- conditional probabilities
- conditional probability
- contrast relation
- data set
- data sets
- discourse
- discourse element
- discourse level
- discourse structure
- discourse units
- document
- empirical evaluation
- essay
- evaluations
- feature
- feature types
- generation
- human annotators
- human performance
- hypothesis
- implementation
- intention
- kappa
- kappa coefficient
- kappa statistic
- lexical features
- likelihood
- measures
- method
- names
- nucleus
- opinion
- precision
- prior probability
- probabilistic models
- probabilities
- probability
- probability estimates
- procedure
- process
- proficiency test
- relation
- rhetorical relation
- rhetorical relations
- rhetorical structure
- rhetorical structure theory
- rhetorical structure tree
- semantic
- sentence
- sentence position
- sentence structure
- sentences
- statistic
- style
- teaching
- technique
- technology
- terms
- test data
- text
- text classification task
- theory
- topics
- training
- training data
- tree
- trees
- vocabulary
- word
- word usage
- words
