ACL RD-TEC 1.0 Summarization of W06-1667
Paper Title:
UNSUPERVISED RELATION DISAMBIGUATION WITH ORDER IDENTIFICATION CAPABILITIES
UNSUPERVISED RELATION DISAMBIGUATION WITH ORDER IDENTIFICATION CAPABILITIES
Authors: Jinxiu Chen and Donghong Ji and ChewLim Tan and Zhengyu Niu
Primarily assigned technology terms:
- algorithm
- bootstrap
- bootstrapping
- chunking
- classification
- cluster number estimation
- clustering
- clustering method
- clustering technique
- computational linguistics
- context clustering
- corpus annotation
- disambiguation
- disambiguation problem
- encoding
- evaluation procedure
- graph partitioning
- hierarchical clustering
- identification
- k-means
- k-means clustering
- kernel
- language processing
- learning
- learning algorithm
- learning algorithms
- learning approach
- learning methods
- mapping function
- multi-class classification
- natural language processing
- one-to-one mapping
- partitioning
- processing
- relation classification
- relation detection
- relation disambiguation
- relation extraction
- search
- searching
- semi-supervised learning
- spectral clustering
- spectral-based clustering
- spectral-based clustering technique
- supervised learning
- supervised method
- support vector machines
- tree kernel
- unsupervised approach
- unsupervised learning
- unsupervised learning algorithm
- unsupervised method
- unsupervised relation disambiguation
- unsupervised relation extraction
Other assigned terms:
- ace corpus
- annotation
- approach
- association for computational linguistics
- case
- chunk
- chunk tag
- cluster
- cluster number
- clustering space
- clusters
- context information
- context vector
- context vectors
- context window
- context window size
- context words
- contingency table
- corpora
- cosine similarity
- cosine similarity measure
- dependency tree
- dimensionality
- distributional similarity
- entity type
- estimation
- euclidean distance
- evaluation method
- evaluations
- extraction problem
- f-measure
- feature
- feature design
- feature set
- grammatical function
- kernel function
- labeled training data
- labeling
- leaf
- linguistics
- mapping
- measure
- measures
- method
- named entities
- natural language
- noise
- parse
- parse tree
- part-of-speech
- part-of-speech tags
- permutation
- precision
- procedure
- process
- relation
- root node
- semantic
- semantic information
- semantic relations
- sentence
- signal
- similarity measure
- similarity measures
- similarity threshold
- support vector
- syntactic categories
- syntactic features
- tag information
- tags
- technique
- text
- training
- training data
- training examples
- training set
- transformation
- tree
- trees
- undirected graph
- window size
- word
- word features
- words
- xp chunk
