ACL RD-TEC 1.0 Summarization of W06-2907
Paper Title:
INVESTIGATING LEXICAL SUBSTITUTION SCORING FOR SUBTITLE GENERATION
INVESTIGATING LEXICAL SUBSTITUTION SCORING FOR SUBTITLE GENERATION
Authors: Oren Glickman and Ido Dagan and Walter Daelemans and Mikaela Keller and Samy Bengio
Primarily assigned technology terms:
- algorithm
- automatic generation
- binary text categorization
- categorization
- computational linguistics
- computational natural language learning
- database
- disambiguation
- distributional similarity method
- information retrieval
- language learning
- learning
- lexical modeling
- loss function
- machine learning
- machinelearning
- micro averaging
- modeling
- natural language learning
- neural network
- neural network approach
- nlp
- parameter tuning
- paraphrasing
- probability estimation
- ranking
- reading
- scoring
- scoring method
- sense disambiguation
- sentence simplification
- similarity method
- spelling
- summarization
- text categorization
- text representation
- tuning
- unsupervised method
- vector space representation
- word sense disambiguation
Other assigned terms:
- american english
- annotation
- annotator
- approach
- association for computational linguistics
- bayes model
- bayesian model
- case
- characters
- collocation
- compact representation
- conditional probability
- confidence score
- conll-x
- contextual information
- contextual model
- dependency relations
- development set
- dimensionality
- distributional similarity
- dutch
- empirical results
- entailment
- estimation
- evaluation measure
- evaluation measures
- experimental setting
- fact
- feature
- feature types
- generation
- hypothesis
- implementation
- kappa
- knowledge
- large corpus
- lexical level
- lexical substitution task
- likelihood
- linguistics
- local context
- meaning
- measure
- measures
- method
- natural language
- nlp tasks
- precision
- prior probability
- priori
- probabilities
- probability
- probability estimate
- probability estimates
- representations
- semcor
- sentence
- sentence meaning
- sentences
- similarity measure
- similarity score
- similarity scores
- statistical information
- statistics
- style
- summarization task
- synonym
- synonyms
- synset
- target word
- terms
- test set
- text
- textual entailment
- theory
- thesaurus
- tokens
- training
- training data
- transcript
- transcripts
- vector space
- vocabulary
- word
- word corpus
- word sense
- wordnet
- wordnet senses
- words
