ACL RD-TEC 1.0 Summarization of W06-2609
Paper Title:
LEARNING TO IDENTIFY DEFINITIONS USING SYNTACTIC FEATURES
LEARNING TO IDENTIFY DEFINITIONS USING SYNTACTIC FEATURES
Authors: Ismail Fahmi and Gosse Bouma
Primarily assigned technology terms:
- bootstrap
- classification
- classification techniques
- classifier
- classifiers
- crossvalidation
- database
- entropy classifier
- error reduction
- estimation method
- extraction method
- extractor
- finite state
- information retrieval
- inner product
- kernel
- kernels
- learning
- learning method
- learning methods
- learning technique
- learning techniques
- linear kernel
- machine learning
- machine learning methods
- machine learning techniques
- maximum entropy
- maximum entropy classifier
- model selection
- naive bayes
- parser
- parsing
- pattern extractor
- predictor
- qa system
- question answering
- question answering systems
- ranking
- relational database
- stopword filtering
- supervised learning
- support vector machines
- syntactic extraction
- syntactic filter
- tagger
- text classification
Other assigned terms:
- annotation
- approach
- bias
- bigram
- case
- classification tasks
- clef corpus
- concept
- concepts
- copular pattern
- copular verb
- data sets
- dependency graph
- determiner
- determiners
- distribution
- document
- dutch
- entropy
- estimation
- extraction patterns
- fact
- feature
- finite state grammar
- grammar
- healthcare
- index
- information gain
- method
- model parameters
- n-grams
- named entities
- named entity
- names
- nominal phrase
- noun phrases
- nouns
- part-of-speech
- part-of-speech tags
- phrase
- precision
- predicates
- predicative phrase
- probabilistic model
- pronoun
- punctuation
- queries
- query
- sentence
- sentence position
- sentences
- structured text
- subcorpus
- support vector
- svms
- syntactic features
- syntactic form
- syntactic pattern
- syntactic patterns
- syntactic properties
- syntax
- tags
- technique
- term
- terms
- testing data
- text
- training
- training data
- training examples
- unigram
- verb
- web documents
- wikipedia
- word
- word features
- word order
- words
