ACL RD-TEC 1.0 Summarization of P05-1052
Paper Title:
EXTRACTING RELATIONS WITH INTEGRATED INFORMATION USING KERNEL METHODS
EXTRACTING RELATIONS WITH INTEGRATED INFORMATION USING KERNEL METHODS
Authors: Shubin Zhao and Ralph Grishman
Primarily assigned technology terms:
- 5-fold cross-validation
- ace relation detection
- analyzer
- automatic content extraction
- bag-of-words kernel
- charniak parser
- charniak sentence parser
- classification
- classifier
- classifiers
- cross-validation
- dependency analysis
- dependency analyzer
- discriminative classifier
- entity detection
- entity tagging
- full parsing
- information extraction
- kernel
- kernels
- knn
- learning
- learning algorithms
- linguistic analysis
- machine learning
- machine learning algorithms
- matching
- maximum entropy
- maximum entropy model
- nearest neighbors
- nlp
- normalization
- pairwise classification
- parser
- parsing
- partial match
- polynomial kernel
- pos tagging
- preprocessing
- processing
- recognition
- recursive kernel
- regularization
- relation detection
- relation detection task
- relation tagging
- scoring
- sentence parser
- sentence parsing
- sequence kernel
- shallow parsing
- statistical parsing
- string match
- string matching
- support vector machine
- support vector machines
- svm light
- syntactic processing
- syntactic regularization
- tagger
- tagging
- text analysis
- tokenization
- treebank parsing
Other assigned terms:
- ace corpus
- approach
- bigram
- broadcast news
- case
- classification scheme
- clusters
- confusion matrix
- corpora
- dependency graph
- dependency information
- dependency path
- dependency tree
- dependency trees
- detection approach
- detection task
- discourse
- entity type
- entity types
- entropy
- f-score
- feature
- feature space
- input text
- inter-annotator agreement
- kernel function
- lexical head
- lexical information
- linear combination
- linguistic
- linguistic phenomena
- local dependency
- names
- normalization factor
- noun phrases
- parse
- parse tree
- parsing models
- part-of-speech
- phrase
- precision
- process
- propbank
- proper name
- relation
- representations
- research and development
- scoring metric
- semantic
- semantic representations
- semantic similarity
- sentence
- sentences
- shallow parse
- sparse data
- subtree
- subtrees
- support vector
- surface level
- syntactic features
- syntactic information
- syntactic relations
- syntax
- target sentence
- terms
- test data
- text
- time expressions
- tokens
- training
- training and test data
- training data
- transcripts
- transformation
- tree
- treebank
- trees
- word
- wordnet
- words
