ACL RD-TEC 1.0 Summarization of W06-2901
Paper Title:
A MISSION FOR COMPUTATIONAL NATURAL LANGUAGE LEARNING
A MISSION FOR COMPUTATIONAL NATURAL LANGUAGE LEARNING
Primarily assigned technology terms:
- algorithm
- classification
- classification system
- classifier
- classifier combination
- classifiers
- co-training
- computational linguistics
- computational natural language learning
- crfs
- cross-validation
- disambiguation
- eager learning
- feature representation
- feature selection
- induction
- inductive logic programming
- k-fold cross-validation
- kernel
- knowledge representation
- language learning
- language processing
- language understanding
- learner
- learning
- learning algorithm
- learning algorithms
- learning approaches
- learning method
- learning methods
- logic programming
- logistic regression
- machine learner
- machine learning
- machine learning methods
- matching
- maximum entropy
- memory-based learning
- modeling
- naive bayes
- natural language learning
- natural language processing
- nlp
- optimization
- parameter setting
- parser
- part of speech tagging
- part-ofspeech tagging
- processing
- quantification
- recognition
- regression
- sample selection
- search
- search process
- sequential optimization
- set disambiguation
- similarity-based smoothing
- smoothing
- speaker-independent recognition
- speech recognition
- speech tagging
- statistical learning
- statistical learning theory
- statistical methods
- statistical natural language processing
- statistical parser
- symbolic machine learning
- tagging
- text classification
Other assigned terms:
- ambiguity
- annotators
- approach
- association for computational linguistics
- benchmark
- bias
- community
- confusion matrix
- conll-x
- corpora
- discipline
- discourse
- distribution
- entropy
- evaluations
- f-score
- feature
- graphical models theory
- heuristic
- hypotheses
- hypothesis
- hypothesis space
- inductive logic
- information sources
- knowledge
- language processing task
- language processing tasks
- linguistic
- linguistics
- logic
- markov models
- measure
- measures
- method
- methodology
- modality
- natural language
- natural language processing tasks
- nist
- noise
- ontology
- part of speech
- part-ofspeech
- precision
- process
- processing tasks
- relation
- representations
- semantic
- sentence
- statistical natural language
- statistical significance
- technology
- terms
- text
- theorem
- theory
- training
- training data
- understanding
- uniform distribution
