ACL RD-TEC 1.0 Summarization of P06-1016
Paper Title:
MODELING COMMONALITY AMONG RELATED CLASSES IN RELATION EXTRACTION
MODELING COMMONALITY AMONG RELATED CLASSES IN RELATION EXTRACTION
Authors: GuoDong Zhou and Jian Su and Min Zhang
Primarily assigned technology terms:
- algorithm
- bagging
- binary classification
- bootstrap
- chunking
- classification
- classifier
- classifier learning
- classifiers
- clustering
- clustering algorithm
- computational linguistics
- computing
- corresponding perceptron
- dependency analysis
- dependency kernel
- detection and tracking
- entity detection
- entity detection and tracking
- entity recognition
- event detection
- extraction system
- feature engineering
- generative modeling
- hierarchical clustering
- information extraction
- kernel
- kernel computation
- kernels
- language processing
- learning
- learning algorithm
- learning algorithms
- learning approach
- learning approaches
- machine learning
- machine learning approaches
- maximum entropy
- modeling
- multi-class classification
- named entity recognition
- natural language processing
- online learning
- parameter estimation
- parsing
- perceptron
- perceptron algorithm
- phrase chunking
- pos tagging
- probabilistic reasoning
- processing
- question answering
- re-sampling
- reasoning
- recognition
- relation detection
- relation extraction
- semi-supervised learning
- sentence parsing
- shortest path
- smoothing
- smoothing techniques
- support vector machines
- tagging
- tokenization
- tree kernel
- tree kernels
- unsupervised relation extraction
Other assigned terms:
- ace corpus
- annotated corpus
- approach
- association for computational linguistics
- case
- class hierarchy
- cluster
- corpus size
- cosine similarity
- data sparseness
- data sparseness problem
- dependency graph
- dependency tree
- dependency trees
- distribution
- entity type
- entity types
- entropy
- entropy models
- estimation
- experimental results
- experimental setting
- exponential model
- f-measure
- fact
- feature
- feature set
- feature space
- feature vector
- fmeasure
- generative models
- hierarchical strategy
- hypothesis
- knowledge
- learning strategy
- linear model
- linguistics
- maximum entropy models
- named entity
- natural language
- occurrence frequency
- parse
- parse tree
- part-of-speech
- performance evaluation
- phrase
- probability
- query
- relation
- semantic
- semantic features
- semantic information
- semantic relations
- semantic relationships
- sentence
- similarity function
- sparseness problem
- support vector
- technique
- technology
- template element
- testing data
- testing set
- text
- text documents
- textual information
- topology
- training
- training data
- training example
- training examples
- training set
- tree
- trees
- weight vector
- word
- wordnet
- words
