ACL RD-TEC 1.0 Summarization of W96-0211
Paper Title:
AUTOMATING FEATURE SET SELECTION FOR CASE-BASED LEARNING OF LINGUISTIC KNOWLEDGE
AUTOMATING FEATURE SET SELECTION FOR CASE-BASED LEARNING OF LINGUISTIC KNOWLEDGE
Primarily assigned technology terms:
- 1-nearest neighbor cbl
- algorithm
- ambiguity resolution
- analyzer
- case retrieval
- case-based learning
- case-based reasoning
- circus parser
- circus system
- class tagging
- cross validation
- cross-validation
- cross-validation testing
- decision tree
- decision tree algorithm
- decision tree method
- disambiguation
- encoding
- feature normalization
- feature selection
- feature set selection
- feature tagging
- information processing
- instance-based learning
- k-nearest neighbor
- knowledge acquisition
- language learning
- language processing
- language understanding
- learning
- learning algorithm
- learning algorithms
- learning approaches
- learning methods
- learning task
- learning techniques
- lexical tagging
- linguistic bias cbl
- linguistic knowledge acquisition
- machine learning
- machine learning algorithm
- machine learning algorithms
- machine learning approaches
- machine learning techniques
- memory-based reasoning
- morphology
- natural language learning
- natural language processing
- natural language system
- natural language understanding
- nearest-neighbor case retrieval
- nlp
- nlp system
- nlp systems
- normalization
- parser
- part-of-speech prediction
- part-of-speech tagging
- processing
- pronoun disambiguation
- pronoun resolution
- reading
- reasoning
- relative pronoun disambiguation
- selection algorithm
- semantic feature tagging
- sentence analysis
- structural disambiguation
- symbolic machine learning
- tagging
- text analysis
- tree algorithm
- tree method
- validation
- weighting
Other assigned terms:
- 10-fold cross validation
- acquisition task
- ambiguity
- annotated corpus
- annotated training corpus
- approach
- attribute-value pair
- attribute-value pairs
- bias
- break
- case
- chunks
- class information
- cognitive
- community
- comprehension
- computational linguists
- computational models
- concept
- concept activation
- context features
- corpora
- data set
- data sets
- disambiguation task
- discourse
- events
- expert knowledge
- fact
- feature
- feature set
- feature sets
- feature weights
- heuristic
- heuristics
- histogram
- implementation
- information gain
- knowledge
- labeling
- language processing tasks
- lexical items
- lexical preference
- linguistic
- linguistic data
- linguistic knowledge
- linguists
- local context
- measure
- mechanisms
- message
- method
- muc-3
- natural language
- natural language processing tasks
- noun phrase
- paragraphs
- part of speech
- part-of-speech
- phrase
- phrase attachment
- prepositional phrase
- prepositional phrase attachment
- procedure
- process
- processing tasks
- pronoun
- pronouns
- psycholinguistics
- relative clauses
- relative pronoun
- representations
- seed
- semantic
- semantic category
- semantic class
- semantic feature
- semantic features
- semantic information
- sentence
- sentences
- short term memory
- similarity score
- syntactic and semantic information
- syntactic class
- syntactic constituents
- syntactic structure
- system performance
- tagging accuracy
- tagging task
- tags
- technique
- term
- terms
- test set
- text
- theory
- training
- training corpus
- training phase
- tree
- understanding
- verb
- weight vector
- word
- word sense
- words
