ACL RD-TEC 1.0 Summarization of C04-1109
Paper Title:
DISCRIMINATIVE SLOT DETECTION USING KERNEL METHODS
DISCRIMINATIVE SLOT DETECTION USING KERNEL METHODS
Authors: Shubin Zhao and Adam Meyers and Ralph Grishman
Primarily assigned technology terms:
- automatic system
- categorization
- charniak sentence parser
- classifier
- classifiers
- cross validation
- databases
- discriminative approach
- discriminative framework
- event occurrence detection
- extraction procedure
- five-fold cross validation
- identification
- information extraction
- information retrieval
- kernel
- kernels
- learning
- learning system
- machine learning
- matching
- ne identification
- ne tagger
- nlp
- parser
- parsing
- part-of-speech tagger
- part-of-speech tagging
- pattern matching
- postprocessing
- predictor
- preprocessing
- processing
- processor
- recognition
- regularization
- regularization framework
- rule-based system
- sentence parser
- sequence kernel
- slot filler detection
- slot filling
- spelling
- string kernel
- support vector machine
- support vector machines
- svm classifier
- syntactic processing
- tagger
- tagging
- template-filling
- text categorization
- text preprocessing
- text processing
- tokenization
- validation
- weighting
Other assigned terms:
- anchor
- approach
- bigram
- case
- categorization task
- chunks
- corpora
- correlation
- dependency graph
- dependency graphs
- discriminative model
- document
- events
- experimental results
- feature
- feature structures
- feature vectors
- generative models
- inference model
- kernel function
- leaf
- linear combination
- local context
- multiword expressions
- n-gram
- n-grams
- named entities
- named entity
- names
- nlp tasks
- nouns
- parse
- part-of-speech
- penalty factor
- person names
- phrase
- procedure
- relation
- semantic
- semantic information
- sentence
- sentence level
- sentences
- shallow parse
- slot
- sparse data
- structure of a sentence
- support vector
- svms
- symbol
- symbols
- syntactic information
- syntactic level
- syntactic structure
- syntax
- test data
- test set
- text
- text structure
- theory
- training
- training and test data
- training data
- training phase
- training set
- trees
- trigram
- typed feature
- typed feature structures
- unigram
- unlabeled text
- word
- word dependency
- word sequence
- words
