ACL RD-TEC 1.0 Summarization of W97-1015
Paper Title:
A COMPARATIVE STUDY OF THE APPLICATION OF DIFFERENT LEARNING TECHNIQUES TO NATURAL LANGUAGE INTERFACES
A COMPARATIVE STUDY OF THE APPLICATION OF DIFFERENT LEARNING TECHNIQUES TO NATURAL LANGUAGE INTERFACES
Authors: Werner Winiwarter and Yahiko Kambayashi
Primarily assigned technology terms:
- acquisition process
- algorithm
- analyzer
- anaphora resolution
- approximate search
- boosting
- categorization
- classification
- classifier
- classifiers
- comparative evaluation
- computational natural language learning
- computing
- cross-validation
- data collection
- database
- database interface
- database system
- databases
- decision tree
- decision trees
- disambiguation
- dynamic splitting
- encoding
- feature ranking
- hybrid approach c4.5-rules
- igtree algorithm
- incremental learning
- inductive learning
- inductive logic programming
- information extraction
- instance-based learning
- interfaces
- knowledge acquisition
- knowledge engineering
- knowledge representation
- language database interface
- language interfaces
- language learning
- learning
- learning algorithms
- learning methods
- learning process
- learning task
- learning techniques
- lexical analysis
- lexical analyzer
- logic programming
- machine learning
- machine learning algorithms
- machine translation
- manufacturing
- model-based learning
- morphological analysis
- natural language interface
- natural language interfaces
- natural language learning
- object-oriented
- object-oriented database
- object-oriented programming
- parsing
- programming language
- query language
- ranking
- relational database
- relational database technology
- rule-based learning
- search
- search method
- segmentation
- semantic analysis
- sense disambiguation
- splitting
- supervised learning
- text categorization
- tokenization
- weighting
- word sense disambiguation
Other assigned terms:
- anaphora
- approach
- benchmark
- binary features
- case
- classification problem
- compact representation
- comparative study
- concepts
- connectionist
- data model
- data type
- entity type
- evaluations
- feature
- feature list
- feature weights
- implementation
- inductive logic
- information gain
- invocation
- japanese sentences
- knowledge
- knowledge acquisition bottleneck
- knowledge base
- language database
- learning module
- learning paradigm
- linguistic
- linguistic knowledge
- linguistics
- logic
- mapping
- maps
- meaning
- measures
- method
- natural language
- natural language database
- object-oriented database functionality
- particles
- precision
- process
- query
- ranking scheme
- relation
- root node
- rule sets
- semantic
- semantic features
- sentence
- sentences
- similarity function
- standard benchmark
- surface form
- symbol
- syntactic structure
- technology
- term
- test data
- test phase
- test set
- text
- theory
- tokens
- training
- training data
- training set
- tree
- tree structure
- trees
- user
- word
- word sense
- words
