ACL RD-TEC 1.0 Summarization of W99-0618
Paper Title:
AN INFORMATION-THEORETIC EMPIRICAL ANALYSIS OF DEPENDENCY-BASED FEATURE TYPES FOR WORD PREDICTION MODELS
AN INFORMATION-THEORETIC EMPIRICAL ANALYSIS OF DEPENDENCY-BASED FEATURE TYPES FOR WORD PREDICTION MODELS
Authors: Dekai Wu and Zhao Jun and Sui Zhifang
Primarily assigned technology terms:
- feature type analysis
- feature type selection
- greedy search
- hardware
- human language
- human language technology
- language modeling
- language technology
- modeling
- nlp
- predictor
- quantitative analysis
- ranking
- recognition
- search
- speech recognition
- statistical nlp
- type selection and analysis
- word bigram
- word prediction
Other assigned terms:
- approach
- aspectual marker
- baseline model
- bigram
- bigram model
- case
- chinese language
- chinese treebank
- co-occurrence
- concept
- concepts
- conditional probabilities
- context-free grammars
- dependency grammar
- dependency relation
- dependency structure
- dependency tree
- experimental results
- fact
- feature
- feature type
- feature types
- grammar
- grammars
- grammatical structure
- head word
- implementation
- information gain
- information quantity
- information theory
- language model
- language models
- leaf
- linguistic
- linguistic intuition
- linguistic structure
- linguistics
- long-distance dependencies
- methodology
- mutual information
- n-gram
- n-gram models
- noun phrase
- part of speech
- part-of-speech
- phrase
- predictive information
- predictive power
- prepositional phrases
- probabilities
- redundant information
- relation
- sentence
- sentences
- statistics
- stochastic context-free grammars
- stochastic language model
- technology
- testing set
- theory
- training
- training corpus
- training set
- tree
- treebank
- verb
- verb phrase
- word
- words
