ACL RD-TEC 1.0 Summarization of P01-1012
Paper Title:
DETECTING PROBLEMATIC TURNS IN HUMAN-MACHINE INTERACTIONS: RULE-INDUCTION VERSUS MEMORY-BASED LEARNING APPROACHES
DETECTING PROBLEMATIC TURNS IN HUMAN-MACHINE INTERACTIONS: RULE-INDUCTION VERSUS MEMORY-BASED LEARNING APPROACHES
Authors: Antal van den Bosch and Emiel Krahmer and Marc Swerts
Primarily assigned technology terms:
- algorithm
- classifier
- cross-validation
- dialogue manager
- dialogue system
- dialogue systems
- distance function
- error reduction
- induction
- induction algorithm
- information system
- language understanding
- learning
- learning algorithm
- learning algorithms
- learning approaches
- learning technique
- learning techniques
- machine learning
- machine learning approaches
- machine learning techniques
- memory-based learning
- natural language understanding
- nlu
- on-line problem detection
- processing
- recognition
- recognition engine
- recognizer
- ripper rule induction
- rule induction
- rule-based method
- rule-induction
- speech recognition
- speech recognition engine
- speech recognizer
- splitting
- spoken dialogue
- spoken dialogue system
- spoken dialogue systems
- ten-fold cross-validation
- understanding module
- weighting
Other assigned terms:
- annotators
- approach
- bag of words
- bottom-up approach
- case
- community
- computational overhead
- confidence score
- confidence scores
- data set
- detection task
- dialogue history
- dialogue strategy
- dialogues
- dutch
- error rate
- fact
- feature
- feature vectors
- function words
- grammar
- hypotheses
- independence assumption
- information sources
- labeling
- lattice
- lexical information
- lexicon
- linguistic
- measure
- method
- methodology
- natural language
- noisy channel
- precision
- predictive power
- question type
- question types
- representations
- rule set
- semantic
- signal
- sources of information
- standard deviation
- suffix
- system-knows-baseline
- technique
- training
- training data
- training set
- understanding
- user
- user utterance
- user utterances
- utterance
- vocabulary
- word
- words
