ACL RD-TEC 1.0 Summarization of C04-1201
Paper Title:
A LANGUAGE INDEPENDENT METHOD FOR QUESTION CLASSIFICATION
A LANGUAGE INDEPENDENT METHOD FOR QUESTION CLASSIFICATION
Authors: Thamar Solorio and Manuel Pérez-Coutiño and Manuel Montes-y-Gómez and Luis Villaseñor-Pineda and Aurelio López-López
Primarily assigned technology terms:
- 10-fold crossvalidation
- active learning
- algorithm
- answer extraction
- bag-of-words approach
- classification
- classification method
- classification process
- classifier
- classifiers
- crossvalidation
- decision trees
- entity recognition
- hierarchical classifier
- internet
- japanese question classification
- kernel
- language processing
- learner
- learning
- learning algorithm
- learning algorithms
- learning task
- learning techniques
- machine learning
- machine learning algorithms
- machine learning techniques
- naive bayes
- named entity recognition
- natural language processing
- nearest neighbors
- neural networks
- optimization
- optimization algorithm
- pairwise classification
- parser
- parsers
- processing
- qa system
- question answering
- question answering systems
- question classification
- recognition
- risk minimization
- search
- search engine
- searching
- support vector classifier
- support vector machine
- support vector machines
- taggers
- text classification
- tree kernel
- web search
- weka
Other assigned terms:
- acyclic graph
- approach
- case
- catalan
- chunks
- classification accuracy
- classification problem
- corpora
- data set
- data sets
- dimensionality
- disequa corpus
- dutch
- experimental results
- extraction process
- fact
- feature
- feature space
- finite set
- french
- graphical representation
- heuristics
- implementation
- information source
- kernel function
- labeling
- large corpus
- lexical features
- lexical information
- linguists
- mapping
- measure
- method
- morphologic
- named entities
- named entity
- natural language
- natural language text
- polysemy
- prepositions
- procedure
- process
- queries
- query
- question types
- risk minimization principle
- semantic
- semantic categories
- semantic class
- semantic classes
- semantic features
- semantic information
- sentences
- stems
- support vector
- syntactic features
- syntactic information
- syntactic structure
- tags
- technique
- test set
- text
- text documents
- training
- training examples
- training set
- tree
- trees
- verb
- winnows
- word
- words
