ACL RD-TEC 1.0 Summarization of W06-3803
Paper Title:
GRAPH-BASED TEXT REPRESENTATION FOR NOVELTY DETECTION
GRAPH-BASED TEXT REPRESENTATION FOR NOVELTY DETECTION
Primarily assigned technology terms:
- add-one smoothing
- bag-of-word representation
- binary classification
- classification
- classification approach
- classifier
- classifiers
- conceptual analysis
- coreference resolution
- crossvalidation
- dependency parser
- dependency parsing
- entity recognition
- extractive summarization
- feature combination
- feature engineering
- graph representation
- kernels
- key word extraction
- keyword extraction
- linguistic analysis
- linking
- named entity recognition
- novelty detection
- parser
- parsing
- radial basis function
- ranking
- recognition
- search
- smoothing
- summarization
- supervised classification
- support vector machines
- svm classifier
- synonymy resolution
- text representation
- thresholding
- visualization
- word extraction
Other assigned terms:
- approach
- background corpus
- background information
- background knowledge
- class probability
- classification task
- corpora
- cosine similarity
- data set
- dependency graph
- dependency parse
- dependency structures
- detection task
- distribution
- distributional similarity
- document
- document set
- edge weight
- entropy
- evaluation metric
- events
- f measure
- f-measure
- fact
- feature
- feature set
- feature sets
- feature vector
- feature vectors
- fmeasure
- grid
- hypothesis
- interannotator agreement
- keyword
- kl divergence
- knowledge
- language model
- language models
- linguistic
- linguistic knowledge
- linguistic resources
- mapping
- measure
- measures
- methodology
- mutual information
- named entity
- opinion
- opinions
- ordered list
- outside knowledge
- pagerank
- parameter settings
- parse
- penn tree bank
- pointwise mutual information
- probability
- probability distribution
- probability distributions
- probability estimates
- procedure
- process
- punctuation
- redundant information
- relation
- representations
- semantic
- semantic relations
- sentence
- sentence level
- sentences
- statistical significance
- support vector
- svms
- synonymy
- tagged corpus
- term
- terms
- test data
- test set
- text
- tokens
- topics
- training
- training data
- training material
- training set
- training time
- tree
- tree bank
- undirected graph
- user
- vertex
- web content
- web page
- window size
- word
- words
