ACL RD-TEC 1.0 Summarization of P05-2003
Paper Title:
AN EXTENSIVE EMPIRICAL STUDY OF COLLOCATION EXTRACTION METHODS
AN EXTENSIVE EMPIRICAL STUDY OF COLLOCATION EXTRACTION METHODS
Primarily assigned technology terms:
- algorithm
- attribute selection
- attribute-selection
- automatic collocation extraction
- classification
- classification method
- classifier
- collocation extraction
- extraction method
- greedy search
- greedy stepwise search
- information retrieval
- language processing
- linear regression
- logistic regression
- machine translation
- natural language processing
- parsers
- processing
- ranking
- regression
- search
- search method
- selection technique
- statistical classification
- stepwise search
- taggers
- weka
Other assigned terms:
- approach
- association measure
- association score
- bigram
- case
- classification problem
- collocation
- conditional probability
- context similarity
- context window
- contingency table
- data set
- dependency treebank
- dependency trees
- dice
- dimensionality
- distribution
- empirical evaluation
- entropy
- estimation
- evaluation metrics
- f-measure
- heuristic
- information theory
- joint probability
- kl divergence
- likelihood
- linear combination
- linguistic
- linguistic features
- linguistic phenomenon
- measure
- measures
- method
- mutual information
- natural language
- non-compositionality
- normal distribution
- part-of-speech
- phrase
- pointwise mutual information
- pos pattern
- prague dependency treebank
- precision
- priori
- probabilities
- probability
- semantic
- skew divergence
- stratified sample
- technique
- term
- test data
- testing data
- text
- theory
- toolkit
- training
- training and testing data
- training data
- treebank
- trees
- unigram
- word
- word association
- word sequence
- words
