ACL RD-TEC 1.0 Summarization of N04-1024
Paper Title:
EVALUATING MULTIPLE ASPECTS OF COHERENCE IN STUDENT ESSAYS
EVALUATING MULTIPLE ASPECTS OF COHERENCE IN STUDENT ESSAYS
Authors: Derrick Higgins and Jill Burstein and Daniel Marcu and Claudia Gentile
Primarily assigned technology terms:
- algorithm
- capitalization
- classification
- classification method
- classifier
- computing
- cross-validation
- cutoff
- discourse analysis
- discourse analysis system
- essay evaluation
- feature identification
- identification
- indexing
- kernel
- language generation
- latent semantic analysis
- matching
- modeling
- radial basis function
- random indexing
- ranking
- reading
- ri algorithm
- scoring
- semantic analysis
- similarity scoring
- spelling
- support vector machine
- svm classifier
- ten-fold cross-validation
- texttiling
Other assigned terms:
- annotation
- annotation process
- annotator
- annotators
- approach
- background information
- baseline measure
- baseline model
- case
- centering theory
- chunk
- coherence
- comprehension
- concept
- content words
- corpora
- data set
- data sparsity
- discourse
- discourse category
- discourse element
- discourse information
- discourse segment
- discourse structure
- discourse structure information
- document
- essay
- essay coherence
- essay score
- evaluation service
- f-measure
- fact
- feature
- generation
- gold standard
- grammar
- heuristic
- heuristics
- human annotation
- human annotators
- inter-annotator agreement
- kappa
- labeling
- latent semantic
- linguistic
- linguistic features
- local coherence
- maximum similarity
- meaning
- measure
- measures
- method
- opinion
- opinions
- precision
- priori
- process
- pronoun
- punctuation
- representation system
- segments
- semantic
- semantic domain
- semantic information
- semantic representation
- semantic similarity
- semantic similarity measure
- semantic space
- sentence
- sentences
- similarity measure
- similarity measures
- similarity score
- similarity scores
- statistics
- style
- support vector
- svm model
- target sentence
- television
- terms
- text
- text chunk
- text coherence
- text segment
- text segments
- theory
- topics
- training
- training phase
- vocabulary
- word
- word features
- word order
- word usage
- words
