ACL RD-TEC 1.0 Summarization of P04-3028
Paper Title:
CO-TRAINING FOR PREDICTING EMOTIONS WITH SPOKEN DIALOGUE DATA
CO-TRAINING FOR PREDICTING EMOTIONS WITH SPOKEN DIALOGUE DATA
Authors: Beatriz Maeireizo and Diane Litman and Rebecca Hwa
Primarily assigned technology terms:
- active learning
- adaboost
- algorithm
- bootstrap
- classifier
- classifiers
- co-training
- decision trees
- emotion prediction
- feature selection
- forward selection
- greedy search
- greedy search algorithm
- induction
- induction algorithm
- itspoke
- language processing
- learner
- learning
- learning techniques
- machine learning
- machine learning techniques
- naive bayes
- natural language processing
- nlp
- optimization
- processing
- search
- search algorithm
- self-training
- spoken dialogue
- weka
Other assigned terms:
- acoustic-prosodic feature
- annotators
- approach
- case
- confidence scores
- development set
- dialogue context
- dialogues
- dimensionality
- emotion
- evaluation function
- feature
- feature set
- independence assumption
- language processing applications
- lexical feature
- lexical features
- linguistic
- measure
- method
- natural language
- natural language processing applications
- noise
- optimization criterion
- pitch
- precision
- prosodic features
- technique
- test set
- theory
- training
- training data
- training examples
- training set
- trees
- tutoring
- utterance
- wrapper
