ACL RD-TEC 1.0 Summarization of W06-1317
Paper Title:
CLASSIFICATION OF DISCOURSE COHERENCE RELATIONS: AN EXPLORATORY STUDY USING MULTIPLE KNOWLEDGE SOURCES
CLASSIFICATION OF DISCOURSE COHERENCE RELATIONS: AN EXPLORATORY STUDY USING MULTIPLE KNOWLEDGE SOURCES
Authors: Ben Wellner and James Pustejovsky and Catherine Havasi and Anna Rumshisky and Roser Saurí
Primarily assigned technology terms:
- 8-fold crossvalidation
- algorithm
- anaphora resolution
- approximation
- automatic feature selection
- binary classification
- chunking
- classification
- classifier
- classifiers
- computational linguistics
- conditional random fields
- crossvalidation
- data preparation
- data-driven approach
- disambiguation
- discourse parser
- discourse relation classification
- discourse segmentation
- entropy classification
- entropy classifier
- feature construction
- feature engineering
- feature selection
- identification
- learner
- learning
- learning algorithm
- linguistic processing
- machine learning
- machine learning algorithm
- maxent
- maximum entropy
- maximum entropy classifier
- maximum entropy model
- modeling
- nlp
- parser
- parsing
- part-of-speech tagging
- pre-processing
- processing
- rasp parser
- relation classification
- relation identification
- relation type classification
- reporting
- segmentation
- semantic typing
- sense disambiguation
- sentence tagging
- shallow parsing
- shallow syntactic parsing
- shortest path
- splitting
- syntactic parsing
- tagger
- tagging
- tokenization
- type classification
- word sense disambiguation
Other assigned terms:
- anaphora
- annotation
- annotation scheme
- annotators
- approach
- association for computational linguistics
- binary classification problem
- binary features
- british national corpus
- classification accuracy
- classification problem
- coherence
- coherence relation
- confusion matrix
- corpora
- cue words
- dependency information
- dependency relations
- dialogues
- discourse
- discourse coherence
- discourse connective
- discourse connectives
- discourse relation
- discourse relations
- discourse segment
- discourse structure
- discourse treebank
- discourse units
- document
- entropy
- events
- f-measure
- fact
- feature
- feature description
- feature types
- generative lexicon
- gold standard
- grammatical features
- grammatical relation
- grammatical relations
- implementation
- inheritance
- input text
- intention
- inter-annotator agreement
- knowledge
- lexical association
- lexical items
- lexical semantic
- lexical similarity
- lexicon
- linguistic
- linguistic theory
- linguistics
- majority class baseline
- mapping
- maxent model
- meanings
- measure
- methodology
- modality
- modifier
- nominal coreference
- nucleus
- ontology
- opinion
- paragraph
- parsing model
- part of speech
- part-of-speech
- penn discourse treebank
- penn treebank
- phrase
- polarity
- precision
- predicates
- procedure
- query
- rationale clause
- redwoods treebank
- relation
- representations
- rhetorical relations
- rhetorical structure
- rhetorical structure theory
- segments
- semantic
- semantic association
- semantic relationship
- semantic relationships
- semantic types
- sentence
- sentence level
- sentence similarity
- sentences
- similarity measure
- similarity metric
- standard deviation
- synset
- syntactic construction
- syntactic constructions
- syntactic features
- syntactic information
- syntactic trees
- syntax
- tags
- terms
- text
- the generative lexicon
- theory
- timeml
- training
- tree
- treebank
- trees
- turn-taking
- verb
- word
- word sense
- word similarity
- word similarity measure
- wordnet
- words
- world knowledge
- world-knowledge
