ACL RD-TEC 1.0 Summarization of N03-2018
Paper Title:
TOWARDS EMOTION PREDICTION IN SPOKEN TUTORING DIALOGUES
TOWARDS EMOTION PREDICTION IN SPOKEN TUTORING DIALOGUES
Authors: Diane Litman and Kate Forbes and Scott Silliman
Primarily assigned technology terms:
- 25-fold cross-validation
- automatic feature extraction
- classification
- cross-validation
- dialogue system
- dialogue systems
- dialogue tutoring
- emotion prediction
- feature extraction
- festival speech synthesizer
- induction
- intelligent tutoring
- itspoke
- learning
- learning program
- machine learning
- machine-learning
- measuring
- natural language interaction
- recognizer
- rule induction
- speech recognizer
- speech synthesizer
- spoken dialogue
- spoken dialogue system
- spoken dialogue tutoring
- spoken tutoring
- synthesizer
- text-to-speech
- transcription
- tutoring spoken dialogue
- tutoring system
- web interface
- why2-atlas
Other assigned terms:
- acoustic information
- annotation
- annotation scheme
- classification model
- classification task
- computational models
- constructive learning environments
- corpora
- dialogues
- discourse
- distribution
- document
- duration
- emotion
- emotional speech
- error rate
- essay
- f-measure
- fact
- feature
- feature set
- human-human tutoring corpus
- hypothesis
- kappa
- knowledge
- language models
- large corpora
- learning environments
- lexical features
- lexical item
- lexical items
- mental state
- methodology
- names
- natural language
- noise
- precision
- procedure
- semantic
- spoken language
- system performance
- text
- training
- training examples
- turn duration
- tutoring
- tutoring dialogue
- user
- user utterances
- words
