ACL RD-TEC 1.0 Summarization of W04-3003
Paper Title:
INTERACTIVE MACHINE LEARNING TECHNIQUES FOR IMPROVING SLU MODELS
INTERACTIVE MACHINE LEARNING TECHNIQUES FOR IMPROVING SLU MODELS
Authors: Lee Begeja and Bernard Renger and David Gibbon and Zhu Liu and Behzad Shahraray
Primarily assigned technology terms:
- agglomerative clustering
- algorithm
- automated process
- automatic speech recognition
- boosting
- boosting algorithm
- bootstrapping
- bootstrapping process
- call routing
- classification
- classifier
- classifiers
- clustering
- clustering algorithm
- collapsing
- data analysis
- data collection
- data mining
- data reduction
- data visualization
- database
- dialogue system
- dialogue systems
- entity extraction
- feature extraction
- feedback engine
- grouping
- hierarchical clustering
- identification
- interactive relevance feedback
- interactive system
- iterative procedure
- language understanding
- learning
- learning techniques
- machine learning
- machine learning techniques
- mining
- morphology
- named entity extraction
- nlu
- normalization
- preprocessing
- processing
- recognition
- recognition system
- relevance feedback engine
- relevance feedback mechanism
- reporting
- retrieval system
- search
- search engine
- searching
- speech analysis
- speech recognition
- speech recognition system
- spoken dialogue
- spoken dialogue systems
- spoken language understanding
- supervised machine learning
- support vector machine
- svm classifier
- text classification
- text normalization
- text searching
- transcription
- tuning
- utterance selection
- visualization
- web interface
- weighting
- word stemming
Other assigned terms:
- acronym
- annotation
- array
- background noise
- case
- cluster
- clusters
- computational complexity
- confidence scores
- context free grammars
- cosine distance
- design process
- dialog
- document
- document frequency
- edit distance
- extraction process
- fact
- feature
- feature vector
- feature vectors
- generation
- grammars
- human intervention
- implementation
- index
- interactive machine
- inverse document frequency
- keyword
- knowledge
- labeling
- language data
- language model
- mappings
- maps
- markup
- measure
- measures
- method
- n-gram
- named entity
- natural language
- noise
- pauses
- probability
- procedure
- process
- query
- regular expressions
- representations
- search query
- sentences
- speech data
- spoken language
- statistics
- string edit distance
- support vector
- synonyms
- term
- term frequency
- terms
- test data
- text
- training
- training data
- training samples
- transcriptions
- unconstrained speech
- understanding
- unigram
- unigram language model
- user
- utterance
- vocabulary
- web page
- word
- word count
- word morphology
- words
