ACL RD-TEC 1.0 Summarization of W04-2103
Paper Title:
LINGUISTIC PREPROCESSING FOR DISTRIBUTIONAL CLASSIFICATION OF WORDS
LINGUISTIC PREPROCESSING FOR DISTRIBUTIONAL CLASSIFICATION OF WORDS
Primarily assigned technology terms:
- algorithm
- automatic classification
- bayes algorithm
- bayes classifier
- categorization
- classification
- classification method
- classifier
- classifiers
- collapsing
- database
- decomposition
- dimensionality reduction
- distributional classification
- feature selection
- lemmatization
- lexical acquisition
- linguistic analysis
- linguistic processing
- matching
- measuring
- mining
- mining task
- morphological analysis
- morphological decomposition
- naive bayes
- naive bayes classifier
- nlp
- optimization
- parsers
- parsing
- patternmatching
- patternmatching algorithm
- porter stemmer
- preprocessing
- processing
- ranking
- semantic classification
- stemmer
- string matching
- syntactic parsing
- syntactic processing
- terminology
- text categorization
- text mining
- training process
- word classification
Other assigned terms:
- affix
- affixes
- ai research
- approach
- argument structure
- array
- binomial distribution
- british national corpus
- characters
- classification accuracy
- classification task
- co-occurrence
- co-occurrences
- collocation
- context information
- context window
- context words
- dependency relation
- determiners
- dictionary
- dimensionality
- distribution
- distributional information
- empirical evaluation
- experimental results
- external knowledge
- fact
- feature
- feature space
- feature types
- independence model
- knowledge
- lexical context
- lexical database
- lexical items
- lexical resource
- lexical resources
- linguistic
- linguistic knowledge
- meaning
- meanings
- measures
- method
- methodology
- modifier
- morpheme
- morphemes
- noise
- nouns
- parse
- part of speech
- part-of-speech
- parts of speech
- parts-of-speech
- portability
- positive and negative examples
- precision
- preposition
- prepositional phrases
- prepositions
- probabilities
- procedure
- process
- relation
- representations
- russian
- semantic
- semantic class
- semantic classes
- semantic relations
- semantic similarity
- semantic types
- sentence
- similarity between words
- statistical significance
- statistics
- stems
- suffix
- suffixes
- synset
- syntactic dependency relation
- syntactic feature
- syntactic parse
- syntactic relations
- tags
- target word
- technique
- technologies
- terms
- test data
- text
- thesaurus
- topic coverage
- topic signature
- training
- training data
- training examples
- verb
- verb forms
- window-based context
- word
- word classes
- word meaning
- wordnet
- wordnet database
- wordnet synset
- words
