ACL RD-TEC 1.0 Summarization of P04-1085
Paper Title:
IDENTIFYING AGREEMENT AND DISAGREEMENT IN CONVERSATIONAL SPEECH: USE OF BAYESIAN NETWORKS TO MODEL PRAGMATIC DEPENDENCIES
IDENTIFYING AGREEMENT AND DISAGREEMENT IN CONVERSATIONAL SPEECH: USE OF BAYESIAN NETWORKS TO MODEL PRAGMATIC DEPENDENCIES
Authors: Michel Galley and Kathleen McKeown and Julia Hirschberg and Elizabeth Shriberg
Primarily assigned technology terms:
- algorithm
- bayesian network
- beam search
- binary classification
- classification
- classifier
- computer science
- conversational analysis
- count-based feature selection
- cross-validation
- da classification
- decision trees
- decoding
- entropy classification
- feature selection
- feature selection algorithm
- gaussian smoothing
- generalized iterative scaling
- hidden markov
- hidden markov models
- identification
- incremental feature selection
- inference process
- iterative scaling
- language processing
- learning
- learning algorithm
- learning framework
- left-to-right decoding
- machine learning
- maximum entropy
- maximum entropy model
- modeling
- natural language processing
- network representation
- parsing
- predictor
- processing
- question answering
- ranking
- re-ranking
- recognition
- search
- searching
- segmentation
- selection algorithm
- sentence segmentation
- sequence classification
- sequence labeling
- smoothing
- speech recognition
- spurt segmentation
- statistical parsing
- statistical ranking
- viterbi
- viterbi algorithm
Other assigned terms:
- adjacency pair
- adjacency pair information
- adjective
- annotation
- approach
- beam
- binary classification problem
- case
- class distribution
- classification problem
- classification task
- coefficient
- conditional probability
- conditional probability distribution
- contextual features
- contextual information
- conversational interaction
- conversational speech
- corpora
- cue phrases
- decision rule
- dialog
- dialog act
- discourse
- distribution
- duration
- empirical evaluation
- entropy
- entropy models
- experimental results
- experimental setting
- fact
- feature
- feature set
- feature sets
- function words
- generative models
- genre
- icsi meeting corpus
- index
- interpretation
- kappa
- kappa coefficient
- knowledge
- labeling
- learning paradigm
- lexical features
- lexical information
- lexical items
- likelihood
- markov chain
- markov models
- maximum entropy models
- mechanisms
- meeting corpus
- model parameters
- natural language
- notational simplicity
- opinions
- part-of-speech
- pauses
- polarity
- positive polarity
- pragmatic interpretation
- probabilities
- probability
- probability distribution
- probability distributions
- probability model
- procedure
- process
- propositional content
- question answering task
- ranking model
- reflexivity
- sentence
- silence
- statistical approach
- statistical model
- surface form
- tag sequence
- tags
- tagset
- test data
- test set
- training
- training data
- training material
- training set
- transitivity
- trees
- utterance
- words
