ACL RD-TEC 1.0 Summarization of W03-0210
Paper Title:
A HYBRID TEXT CLASSIFICATION APPROACH FOR ANALYSIS OF STUDENT ESSAYS
A HYBRID TEXT CLASSIFICATION APPROACH FOR ANALYSIS OF STUDENT ESSAYS
Authors: Carolyn P. Rosé and Antonio Roque and Dumisizwe Bhembe and Kurt VanLehn
Primarily assigned technology terms:
- algorithm
- auto-tutor
- auto-tutor system
- automated essay grading
- automated evaluation
- classi cation
- classi er
- coding
- computing
- cross-validation
- cross-validation methodology
- decision tree
- decision tree learning
- decision trees
- deep syntactic analysis
- deep syntactic parse
- essay analysis
- essay grading
- feature representation
- id3 decision tree
- knowledge engineering
- latent semantic analysis
- learning
- learning algorithm
- learning approach
- learning approaches
- naive bayes
- naive bayes approach
- natural language dialogue
- parser
- parsing
- partitioning
- random sampling
- rule learning
- sampling
- semantic analysis
- shallow syntactic analysis
- subcategorization
- surface realization
- syntactic analysis
- syntactic parsing
- tagging
- text classi cation
- tree learning
- tutoring system
- vector representation
- verb subcategorization
- why2-atlas
- words classi cation
Other assigned terms:
- adjunct
- adverb
- adverb phrase
- annotation
- approach
- bag of words
- case
- case frame
- causative subject
- classi cation task
- cognitive
- cognitive science
- comlex
- computer literacy
- constructive learning environments
- distribution
- document
- essay
- extraction patterns
- f-score
- fact
- feature
- feature set
- feature structures
- feature vectors
- frame
- functional analysis
- gold standard
- grammar
- grammar rules
- head noun
- input text
- interpretation
- kappa
- knowledge
- knowledge engineering effort
- latent semantic
- learning environments
- lexical items
- lexicon
- measure
- methodology
- modality
- mood
- natural language
- negation
- noun phrase
- parse
- parsing grammar
- partial parses
- passivization
- phrase
- precision
- prior probability
- probability
- process
- propositions
- relative clause
- segments
- semantic
- semantic interpretation
- sentence
- sentence boundaries
- sentences
- subcategorization frames
- syntactic control
- syntactic feature
- syntactic features
- syntactic head
- syntactic information
- syntactic parse
- syntactic patterns
- syntax
- tagged corpus
- tags
- terms
- test set
- text
- text annotation
- text segments
- topics
- training
- training corpus
- training data
- training examples
- training set
- training text
- transcripts
- tree
- trees
- tutorial dialogue
- tutoring
- verb
- verb argument
- web page
- web pages
- word
- word features
- word level
- word senses
- words
