ACL RD-TEC 1.0 Summarization of N04-1026
Paper Title:
PREDICTING EMOTION IN SPOKEN DIALOGUE FROM MULTIPLE KNOWLEDGE SOURCES
PREDICTING EMOTION IN SPOKEN DIALOGUE FROM MULTIPLE KNOWLEDGE SOURCES
Authors: Kate Forbes-Riley and Diane Litman
Primarily assigned technology terms:
- 10-fold crossvalidation
- adaboost
- algorithm
- boosting
- boosting algorithm
- classi cation
- classi er
- cross validation
- crossvalidation
- data collection
- data fusion
- decision tree
- decision tree algorithm
- decision tree learner
- dialogue analysis
- dialogue system
- dialogue tutoring
- emotion prediction
- emotion recognition
- error reduction
- feature extraction
- intelligent tutoring
- itspoke
- learner
- learning
- learning algorithm
- machine learning
- machine learning software
- recognition
- recognizer
- spoken dialogue
- spoken dialogue system
- spoken dialogue tutoring
- spoken tutoring
- text-to-speech
- text-to-speech system
- transcription
- tree algorithm
- tutoring spoken dialogue
- tutoring system
- validation
- weak learning
- weak learning algorithm
- web interface
- weka
- why2-atlas
Other assigned terms:
- acoustic-prosodic feature
- american english
- annotation
- annotation schema
- annotation scheme
- annotator
- annotators
- baseline performance
- case
- contextual feature
- contextual features
- corpora
- dialog
- dialog act
- dialogue context
- dialogues
- dictionary
- duration
- emotion
- emotional speech
- essay
- evaluation metrics
- f-measure
- fact
- feature
- feature set
- feature sets
- feature type
- feature types
- grounding
- human-human tutoring corpus
- inter-annotator agreement
- interactivity
- kappa
- knowledge
- labeling
- language model
- lexical item
- lexical items
- linguistic
- linguistic features
- linguistic information
- majority class baseline
- measures
- method
- natural language
- online dictionary
- part-ofspeech
- pause
- pause duration
- pitch
- precision
- prediction accuracy
- process
- prosodic features
- prosody
- punctuation
- schema
- semantic
- signal
- silence
- speaking rate
- speaking style
- speech signal
- style
- syllables
- system development
- text
- text-only feature set
- training
- training examples
- transcriptions
- tree
- turn duration
- tutoring
- understanding
- user
- word
- words
