ACL RD-TEC 1.0 Summarization of P05-1063
Paper Title:
DISCRIMINATIVE SYNTACTIC LANGUAGE MODELING FOR SPEECH RECOGNITION
DISCRIMINATIVE SYNTACTIC LANGUAGE MODELING FOR SPEECH RECOGNITION
Authors: Michael Collins and Brian Roark and Murat Saraclar
Primarily assigned technology terms:
- acoustic modeling
- algorithm
- asr system
- beam-search
- computational linguistics
- decoding
- discriminative language modeling
- discriminative training
- encoding
- estimation method
- feature extraction
- feature selection
- finite-state tagging
- gclm estimation
- glcm parameter estimation
- language modeling
- machine translation
- machine translation system
- maximum entropy
- maximum entropy approach
- modeling
- optimization
- parameter estimation
- parser
- parsing
- perceptron
- perceptron algorithm
- perceptron training
- processing
- recogniser
- recognition
- recognizer
- regularization
- reporting
- reranking
- rescoring
- selection technique
- shallow parser
- shallow parsing
- shift-reduce parser
- silence modeling
- speech recognition
- speech recognizer
- statistical parser
- syntactic language modeling
- tagger
- tagging
- training method
- transcription
- translation system
- weighting
Other assigned terms:
- acoustic model
- acoustic models
- annotation
- approach
- association for computational linguistics
- backoff
- beam
- case
- chunk
- chunks
- conditional probabilities
- conditional probability
- constraint dependency grammar
- context-free rule
- convergence
- dependency grammar
- derivation
- derivation move
- derivations
- development set
- distribution
- empirical results
- entropy
- error rate
- estimation
- evaluation test
- feature
- feature set
- feature sets
- feature space
- feature vector
- generative model
- grammar
- grammars
- hypotheses
- hypothesis
- language model
- language model score
- language models
- lattice
- lattices
- lexical head
- lexical item
- lexical items
- linguistics
- local tree
- log-likelihood
- log-linear model
- log-linear models
- mapping
- measure
- method
- modeling problem
- n-best list
- n-gram
- n-gram model
- n-gram models
- n-grams
- oracle
- parameter values
- parse
- parse tree
- part-of-speech
- part-of-speech tags
- pauses
- penn treebank
- perplexity
- phrase
- pos tag
- precision
- probabilities
- probability
- recognition task
- representations
- sentence
- sentences
- shallow parse
- silence
- speech recognition task
- speech repairs
- style
- syntactic categories
- syntactic features
- syntactic information
- tag sequence
- tagging model
- tags
- technique
- term
- terms
- test data
- test set
- training
- training data
- training example
- training examples
- training set
- transcriptions
- transcripts
- tree
- treebank
- treebank style
- trees
- trigram
- trigram language model
- utterance
- word
- words