ACL RD-TEC 1.0 Summarization of N06-2003
Paper Title:
MUSELI: A MULTI-SOURCE EVIDENCE INTEGRATION APPROACH TO TOPIC SEGMENTATION OF SPONTANEOUS DIALOGUE
MUSELI: A MULTI-SOURCE EVIDENCE INTEGRATION APPROACH TO TOPIC SEGMENTATION OF SPONTANEOUS DIALOGUE
Authors: Jaime Arguello and Carolyn Rose
Primarily assigned technology terms:
- algorithm
- attribute selection
- automatic topic segmentation
- bayes classifier
- binary classification
- bootstrapping
- chi-square test
- classification
- classifier
- coding
- cross-validation
- dimensionality reduction
- dimensionality reduction technique
- error analysis
- feature selection
- hidden markov
- hidden markov model
- latent semantic analysis
- learning
- learning algorithm
- learning algorithms
- machine learning
- machine learning algorithms
- markov model
- meeting scheduling
- modeling
- monologue segmentation
- naive bayes
- naive bayes classifier
- orthonormal basis approach
- parameter tuning
- ranking
- segmentation
- semantic analysis
- supervised learning
- supervised learning algorithm
- texttiling
- topic segmentation
- topicsegmentation
- tuning
- vector space representation
- viterbi
Other assigned terms:
- annotators
- approach
- binary classification problem
- case
- classification problem
- cluster
- co-occurrence
- cognitive
- coherence
- cohesion
- community
- conversation
- corpora
- correlation
- dialogue corpus
- dialogues
- dimensionality
- discourse
- discourse coherence
- discourse markers
- discourse segment
- discourse unit
- distribution
- empirical evaluation
- evaluation corpora
- evaluation metrics
- events
- f-measure
- feature
- gold standard
- heuristic
- inter-coder agreement
- kappa
- language models
- latent semantic
- lexical cohesion
- linguistic
- linguistic evidence
- linguistic features
- local context
- measure
- measures
- monologue
- monologue text
- precision
- probabilities
- probability
- segment boundary
- segmentation problem
- segments
- semantic
- semantic relatedness
- signal
- spontaneous dialogue
- statistics
- style
- synonyms
- technique
- term
- term co-occurrence
- term distribution
- terms
- test data
- test set
- text
- topic continuity
- topic shift
- topics
- trained model
- training
- training data
- transition probabilities
- tutoring
- vector space
- wh-question
- word
- words
- wrapper
