ACL RD-TEC 1.0 Summarization of H90-1057
Paper Title:
REPRESENTATION QUALITY IN TEXT CLASSIFICATION: AN INTRODUCTION AND EXPERIMENT
REPRESENTATION QUALITY IN TEXT CLASSIFICATION: AN INTRODUCTION AND EXPERIMENT
Primarily assigned technology terms:
- approximation
- artificial intelligence
- categorization
- classification
- classification \
- classification technique
- classification techniques
- cluster analysis
- clustering
- clustering method
- clustering technique
- complex pattern matching
- computing
- concept learning
- dimensionality reduction
- estimator
- indexing
- information retrieval
- intelligent systems
- ir system
- language processing
- learning
- learning algorithms
- learning techniques
- likelihood estimator
- machine learning
- machine learning algorithms
- machine learning techniques
- matching
- maximum likelihood
- maximum likelihood estimator
- natural language processing
- neighbor clustering
- nlp
- nlp analysis
- parser
- parsing
- parsing method
- pattern matching
- pattern recognition
- phrase clustering
- phrase weighting
- processing
- querying
- random selection
- ranking
- recognition
- retrieval system
- retrieval systems
- scoring
- screening
- statistical retrieval
- supervised machine learning
- syntactic parser
- syntactic parsing
- text categorization
- text categorization system
- text classification
- text classification \
- text comprehension
- text representation
- text retrieval
- weighting
Other assigned terms:
- adjective
- approach
- boolean query
- case
- citation
- cluster
- clusters
- comprehension
- concept
- contemporary english
- content words
- corpora
- correlation
- dictionary
- dimensionality
- distribution
- document
- document collection
- document vectors
- estimation
- fact
- function words
- generation
- grammar
- grammatical relation
- head noun
- heuristic
- hypothesis
- intelligence
- learning model
- likelihood
- main verb
- meaning
- meanings
- measure
- medline
- method
- natural language
- natural language query
- nouns
- pairs of words
- phrase
- phrase formation
- precision
- probability
- queries
- query
- relation
- relative frequency
- representations
- retrieval performance
- seed
- semantic
- sentences
- statistics
- stress
- style
- syntactic grammar
- syntactic phrase
- system performance
- technique
- term
- terms
- test collection
- test data
- text
- training
- training and test data
- user
- user query
- verb
- word
- words
