ACL RD-TEC 1.0 Summarization of W06-3005
Paper Title:
A DATA DRIVEN APPROACH TO RELEVANCY RECOGNITION FOR CONTEXTUAL QUESTION ANSWERING
A DATA DRIVEN APPROACH TO RELEVANCY RECOGNITION FOR CONTEXTUAL QUESTION ANSWERING
Authors: Fan Yang and Junlan Feng and Giuseppe Di Fabbrizio
Primarily assigned technology terms:
- adaboost
- algorithm
- anaphora resolution
- answer retrieval
- artificial neural networks
- binary classification
- classification
- classification techniques
- contextual question answering
- database
- decision tree
- decision tree learning
- decision tree training
- document retrieval
- feature extraction
- information fusion
- information retrieval
- learning
- learning algorithm
- learning algorithms
- learning approach
- learning techniques
- machine learning
- machine learning approach
- machine learning techniques
- measuring
- neural networks
- normalization
- pos tagging
- qa system
- query formulation
- question answering
- question answering system
- recognition
- relevancy recognition
- rule-based approach
- search
- search engine
- segmentation
- splitting
- supervised learning
- support vector machines
- tagging
- telecommunication
- text engineering
- text retrieval
- text segmentation
- tree learning
- weak learning
- weak learning algorithm
Other assigned terms:
- adjective
- anaphora
- approach
- bias
- binary classification problem
- case
- classification problem
- classification task
- confusion matrix
- content words
- context information
- cue words
- customer care
- data set
- data sets
- definite noun
- definite noun phrase
- definite noun phrases
- document
- ellipsis
- fact
- feature
- feature path
- grammars
- heuristic
- heuristic rules
- implementation
- information gain
- leaf
- linguistic
- measure
- measures
- natural language
- noise
- noun phrase
- noun phrases
- nouns
- ontology
- ontology database
- part-of-speech
- part-of-speech tags
- phrase
- precision
- procedure
- process
- pronoun
- pronouns
- proper noun
- query
- recognition accuracy
- recognition task
- root node
- semantic
- semantic distance
- semantic features
- semantic measure
- semantic relatedness
- semantic relations
- semantic similarity
- semantic similarity measure
- sentence
- sentence level
- sentence similarity
- sentences
- similarity measure
- similarity measures
- similaritymeasure
- support vector
- syntactic features
- syntactic information
- tags
- technology
- test data
- testing data
- text
- topics
- training
- training data
- training set
- trec data
- tree
- trees
- user
- verb
- word
- word senses
- word similarity
- wordnet
- words
