ACL RD-TEC 1.0 Summarization of P06-1095
Paper Title:
MACHINE LEARNING OF TEMPORAL RELATIONS
MACHINE LEARNING OF TEMPORAL RELATIONS
Authors: Inderjeet Mani and Marc Verhagen and Ben Wellner and Chong Min Lee and James Pustejovsky
Primarily assigned technology terms:
- algorithm
- bootstrap
- chunking
- classification
- classifier
- classifiers
- computational linguistics
- constraint propagation
- constraint propagation algorithm
- cross-validation
- decision tree
- entropy classifier
- entropy learning
- f-measure training
- feature engineering
- feature representation
- learner
- learning
- learning approach
- linguistic processing
- machine learning
- machine learning approach
- machine-learning
- matching
- maximum entropy
- maximum entropy classifier
- mining
- multidocument summarization
- naive bayes
- nlp
- normalization
- part-of-speech tagging
- pattern matching
- pragmatic reasoning
- preprocessing
- processing
- propagation algorithm
- question-answering
- questionanswering
- reasoning
- rule matching
- semantic annotation
- semantic reasoning
- statistical classification
- summarization
- support-vector machine
- tagger
- tagging
- temporal reasoning
- text summarization
- tlink extraction
- voting
- weka
Other assigned terms:
- 10-fold cross-validation
- anchor
- anchors
- annotated corpora
- annotation
- annotation scheme
- annotation schemes
- annotation task
- annotators
- approach
- association for computational linguistics
- axioms
- case
- class distribution
- classification problem
- classification task
- computational linguists
- contextual features
- corpora
- data set
- data sets
- data sparseness
- discourse
- discourse relation
- discourse relations
- distribution
- document
- document-level evaluation
- entropy
- evaluation measures
- evaluation metric
- events
- f-measure
- fact
- feature
- feature vectors
- generation
- heuristic
- human annotation
- inferences
- inter-annotator agreement
- knowledge
- labeling
- lexical relations
- lexical rules
- linguistic
- linguistics
- linguists
- markup
- measures
- method
- modality
- natural language
- natural language texts
- negation
- nlp applications
- noise
- nominals
- opinion
- opinion corpus
- part-of-speech
- polarity
- precision
- procedure
- propbank
- relation
- reltypes
- rule set
- semantic
- semantic and pragmatic
- sentence
- sentences
- signal
- subordinate clause
- syntactic information
- syntactic patterns
- tags
- temporal information
- temporal relations
- terms
- test set
- text
- time complexity
- time expressions
- timeml
- training
- training data
- training set
- transitivity
- tree
- user
- verb
- web site
- word
- word features
- words
- world knowledge
