ACL RD-TEC 1.0 Summarization of W06-2603
Paper Title:
DECOMPOSITION KERNELS FOR NATURAL LANGUAGE PROCESSING
DECOMPOSITION KERNELS FOR NATURAL LANGUAGE PROCESSING
Authors: Fabrizio Costa and Sauro Menchetti and Alessio Ceroni and Andrea Passerini and Paolo Frasconi
Primarily assigned technology terms:
- algorithm
- ambiguity resolution
- chunking
- classification
- classifiers
- database
- decomposition
- decomposition kernel
- disambiguation
- entity recognition
- exact matching
- feature selection
- information extraction
- kernel
- kernel-based learning
- kernels
- language processing
- language-independent named entity recognition
- learner
- learning
- learning algorithm
- learning algorithms
- learning framework
- machine learning
- matching
- named entity recognition
- natural language processing
- nlp
- parsers
- parsing
- part of speech tagging
- pp attachment disambiguation
- preprocessing
- processing
- recognition
- searching
- semantic role labeling
- semantic tagging
- sequence labeling
- speech tagging
- statistical learning
- statistical parsers
- subcategorization
- supervised learning
- supervised learning framework
- syntactic chunking
- tagging
- transduction
- validation
- verb subcategorization
Other assigned terms:
- acyclic graph
- alphabet
- ambiguity
- approach
- attachment ambiguity
- axioms
- background knowledge
- causal relation
- characters
- concept
- concepts
- contextual information
- corpora
- declarative knowledge
- description logics
- dictionaries
- dictionary
- document
- dutch
- exact match
- experimental results
- fact
- feature
- feature space
- first-order logic
- formalism
- formalisms
- formalization
- grammar
- grammar formalisms
- histogram
- human reader
- hypernym
- hyponym
- information extraction task
- kernel function
- knowledge
- labeling
- language knowledge
- lexical categories
- lexical database
- lexical information
- lexical representation
- lexical word
- lexicographer
- linguisitc knowledge
- linguistic
- logic
- meaning
- meanings
- measure
- medline
- method
- morphologic
- named entities
- named entity
- names
- natural language
- natural language sentence
- noun phrase
- nouns
- ontologies
- parse
- part of speech
- person names
- phrase
- pp attachment
- precision
- preposition
- prepositional phrase
- probabilistic models
- procedure
- recursion
- relation
- representations
- resolution problem
- role labeling
- semantic
- semantic ambiguity
- semantic hierarchy
- semantic information
- semantic role
- sense information
- sentence
- sentences
- similarity measure
- similarity score
- soft similarity measure
- sources of information
- standard deviation
- statistics
- subgraph
- synonym
- synset
- synsets
- syntactic category
- syntax
- tags
- target word
- test data
- test set
- text
- theory
- tokens
- topology
- training
- training examples
- training time
- trees
- verb
- verb phrase
- vertex
- word
- word frequencies
- word meanings
- word order
- word sense
- word sequences
- word-net
- wordnet
- words
