ACL RD-TEC 1.0 Summarization of P06-1050
Paper Title:
LEARNING EVENT DURATIONS FROM EVENT DESCRIPTIONS
LEARNING EVENT DURATIONS FROM EVENT DESCRIPTIONS
Authors: Feng Pan and Rutu Mulkar and Jerry R. Hobbs
Primarily assigned technology terms:
- air traffic controller
- algorithm
- binary classification
- brill tagger
- classification
- computational linguistics
- controller
- cross validation
- decision trees
- disambiguation
- kernel
- learning
- learning algorithm
- learning algorithms
- learning program
- learning task
- learning techniques
- linear kernel
- machine learning
- machine learning techniques
- machine-learning
- measuring
- naive bayes
- parser
- pos tagging
- reading
- reasoning
- reporting
- supervised learning
- support vector machines
- tagger
- tagging
- temporal reasoning
- validation
- weka
- word disambiguation
Other assigned terms:
- 10-fold cross validation
- annotated corpus
- annotation
- annotator
- annotators
- approach
- association for computational linguistics
- baseline performance
- binary classification task
- binary features
- broadcast news
- case
- classification task
- concepts
- context features
- context information
- context window
- context words
- correlation
- data set
- data sets
- distribution
- duration
- duration information
- events
- experimental results
- f-score
- fact
- feature
- feature sets
- feature vector
- fuzzy logic
- gaussian distribution
- genre
- gold standard
- histogram
- human judgments
- human performance
- hypernym
- implementation
- inter-annotator agreement
- kappa
- kappa statistic
- knowledge
- lemma
- linguistic
- linguistics
- local context
- logic
- meanings
- measure
- method
- nouns
- opinion
- parse
- part-of-speech
- phrase
- precision
- probability
- punctuation
- punctuation mark
- punctuation marks
- relation
- semantic
- semantic features
- sentence
- sentences
- statistic
- support vector
- syntactic relation
- syntactic relations
- tags
- temporal information
- terms
- test data
- test data set
- test set
- text
- timeml
- tokens
- training
- training data
- training data set
- trees
- verb
- word
- word sense
- wordnet
- words
