ACL RD-TEC 1.0 Summarization of W00-0701
Paper Title:
LEARNING IN NATURAL LANGUAGE: THEORY AND ALGORITHMIC APPROACHES
LEARNING IN NATURAL LANGUAGE: THEORY AND ALGORITHMIC APPROACHES
Primarily assigned technology terms:
- algorithm
- ambiguity resolution
- back-off estimation
- bayesian network
- boosting
- classification
- classifier
- classifiers
- contextsensitive spelling correction
- features-based learning
- hidden markov
- hidden markov models
- inductive logic programming
- kernel
- knowledge representation
- knowledge representation and inference
- language modeling
- language processing
- learner
- learning
- learning algorithm
- learning algorithms
- learning approach
- learning approaches
- learning framework
- learning methods
- learning process
- logic programming
- loss function
- machine learning
- machine learning methods
- markov model
- maximum entropy
- modeling
- naive bayes
- natural language processing
- nlp
- perceptron
- pos tagging
- predictor
- probabilistic learning
- processing
- search
- spelling
- spelling correction
- statistical classification
- statistical language modeling
- support vector machines
- tagging
Other assigned terms:
- ambiguity
- approach
- case
- concept
- concepts
- conditional probabilities
- density function
- dimensionality
- distribution
- entropy
- estimation
- feature
- feature space
- generation
- generative model
- generative models
- generative probability
- hypotheses
- hypothesis
- inductive logic
- inferences
- knowledge
- language data
- language models
- learnability
- linear structure
- logic
- markov models
- maximum entropy principle
- method
- n-gram
- n-grams
- natural language
- nlp applications
- oracle
- partof-speech
- phrase
- phrase attachment
- phrase structure
- pos information
- pos tag
- predicates
- prepositional phrase
- prepositional phrase attachment
- prior probability
- probabilistic model
- probabilities
- probability
- probability density
- probability density function
- process
- queries
- query
- representations
- semantic
- sentence
- sentences
- snow architecture
- sparse feature space
- statistics
- structure of the sentence
- subsumption
- support vector
- svms
- tags
- term
- terms
- test data
- theorem
- theory
- tokens
- training
- training and test data
- training data
- training examples
- training set
- transformation
- understanding
- word
- words
