ACL RD-TEC 1.0 Summarization of W05-1304
Paper Title:
A MACHINE LEARNING APPROACH TO ACRONYM GENERATION
A MACHINE LEARNING APPROACH TO ACRONYM GENERATION
Authors: Yoshimasa Tsuruoka and Sophia Ananiadou and Jun'ichi Tsujii
Primarily assigned technology terms:
- acronym acquisition
- acronym generation
- algorithm
- classification
- computational linguistics
- cross validation
- databases
- decoding
- five-fold cross validation
- generation method
- information integration
- information retrieval
- learning
- learning approach
- learning method
- learning task
- linking
- local classification
- machine learning
- machine learning approach
- markov modeling
- maximum entropy
- maximum entropy model
- mining
- mining biological semantics
- modeling
- probabilistic modeling
- regularization
- sequence labeling
- tagger
- validation
- viterbi
- viterbi decoding
Other assigned terms:
- acronym
- approach
- association for computational linguistics
- case
- data set
- entropy
- experimental results
- feature
- feature types
- generation
- generation process
- heuristic
- heuristic rule
- heuristics
- labeling
- linguistics
- medline
- method
- ontologies
- probabilistic model
- probabilities
- probability
- process
- training
- training data
- training data set
- training samples
- unigram
- word
- words
