ACL RD-TEC 1.0 Summarization of W01-0712
Paper Title:
LEARNING COMPUTATIONAL GRAMMARS
LEARNING COMPUTATIONAL GRAMMARS
Authors: John Nerbonne and Anja Belz and Nicola Cancedda and Hervé Déjean and James Hammerton and Rob Koeling and Stasinos Konstantopoulos and Miles Osborne and Franck Thollard and Erik F. Tjong Kim Sang
Primarily assigned technology terms:
- algorithm
- automatic method
- basenp identification
- beam search
- boosting
- bracketing
- chunker
- chunking
- classification
- classification process
- classifier
- classifiers
- computational natural language learning
- crossvalidation
- data-oriented parsing
- decision tree
- decision tree learner
- error reduction
- finite state
- finite state transducers
- full parsing
- grammar learning
- identification
- incremental learning
- inductive logic programming
- instantiation
- knowledge bases
- language learning
- learner
- learning
- learning algorithm
- learning algorithms
- learning approaches
- learning methods
- learning system
- learning techniques
- lexicalisation
- likelihood estimation
- logic programming
- lsommbl
- machine learning
- machine learning algorithms
- machine learning approaches
- machine learning techniques
- machine-learning
- majority voting
- maxent
- maximum entropy
- maximum entropy learner
- maximum likelihood
- maximum likelihood estimation
- measuring
- memory-based learner
- memory-based learning
- natural language learning
- nlp
- noun phrase recognition
- np bracketing
- np chunker
- np chunking
- optimisation
- parser
- parsers
- parsing
- part-of-speech tagger
- phrase recognition
- prolog
- prolog program
- recogniser
- recognition
- rule-based system
- scoring
- search
- statistical parsers
- support vector machines
- symbolic machine learning
- tagger
- tagging
- theory refinement
- transducer
- transducers
- tuning
- viterbi
- viterbi algorithm
- voting
Other assigned terms:
- approach
- automata
- background knowledge
- base noun
- base noun phrase
- basenp
- beam
- bigram
- case
- chunk
- chunk tag
- chunks
- classification rule
- cognitive
- cognitive perspective
- connectionist
- corpora
- data set
- data sets
- definite clause grammar
- development set
- document
- entropy
- estimation
- feature
- formalism
- generation
- gold standard
- grammar
- grammars
- hierarchical structure
- hypothesis
- inductive logic
- information sources
- knowledge
- language syntax
- leaf
- lexical information
- likelihood
- logic
- maps
- method
- minimum description length
- n-gram
- n-gram model
- natural language
- natural language syntax
- nlp tasks
- nonterminals
- noun phrase
- noun phrases
- np structure
- parse
- parsing task
- part-of-speech
- part-of-speech tag
- part-of-speech tags
- penn treebank
- penn treebank ii
- phrase
- precision
- predicates
- prepositions
- probabilistic grammar
- probabilities
- probability
- probability distributions
- process
- production rule
- production rules
- propositions
- segments
- sentence
- support vector
- syntax
- tagging task
- tags
- technique
- technology
- terms
- test data
- test material
- test set
- text
- theory
- tokens
- training
- training and test data
- training data
- training material
- tree
- treebank
- trees
- word
- word level
- words
- xml document
