ACL RD-TEC 1.0 Summarization of W06-3802
Paper Title:
GRAPH BASED SEMI-SUPERVISED APPROACH FOR INFORMATION EXTRACTION
GRAPH BASED SEMI-SUPERVISED APPROACH FOR INFORMATION EXTRACTION
Authors: Hany Hassan and Ahmed Hassan and Sara Noeman
Primarily assigned technology terms:
- ace relation detection
- algorithm
- automatic content extraction
- boosting
- classification
- classification techniques
- classifier
- classifiers
- clustering
- clustering algorithm
- co-training
- detection and tracking
- entity detection
- entity detection and tracking
- evaluation procedure
- graph clustering
- graph partitioning
- grouping
- hits induction
- illustration
- induction
- induction algorithm
- induction process
- information extraction
- learning
- link analysis
- markov random field
- matching
- maximum entropy
- maximum entropy model
- mutual reinforcement
- normalization
- partitioning
- pattern construction
- pattern extraction
- pattern induction
- pattern weighting or induction
- ranking
- rating
- relation detection
- relation extraction
- semi-supervised information extraction
- semi-supervised learning
- semi-supervised training
- smoothing
- smoothing method
- spectral graph partitioning
- supervised system
- supervised training
- tagging
- topic selection
- unsupervised training
- weighting
Other assigned terms:
- ace baseline
- analogy
- annotators
- approach
- bias
- classification problem
- cluster
- clusters
- concepts
- conditional independence
- data set
- data sets
- document
- entropy
- experimental results
- extraction patterns
- fact
- graph structure
- graph theory
- human annotators
- information content
- labeled training data
- measure
- method
- named entity
- nist
- part of speech
- part-of-speech
- probabilities
- probability
- procedure
- process
- recursion
- relation
- representations
- root node
- semantic
- semantic features
- semantic similarity
- semantic tags
- semi-supervised approach
- sentence
- sentences
- similarity measure
- similarity score
- similarity scores
- speech tag
- system performance
- tags
- terms
- test corpus
- test set
- text
- theory
- training
- training data
- training instance
- training set
- undirected graph
- web pages
- web site
- word
- word sense
- word senses
- wordnet
- words
