ACL RD-TEC 1.0 Summarization of I05-2027
Paper Title:
MACHINE LEARNING APPROACH TO AUGMENTING NEWS HEADLINE GENERATION
MACHINE LEARNING APPROACH TO AUGMENTING NEWS HEADLINE GENERATION
Authors: Ruichao Wang and John Dunnion and Joe Carthy
Primarily assigned technology terms:
- algorithm
- classification
- classifier
- clustering
- compression process
- decision tree
- decision tree classifier
- decision trees
- document understanding
- extraction algorithm
- gisting
- gisting evaluation
- headline generator
- identification
- information extraction
- learning
- learning algorithm
- learning approach
- learning program
- learning technique
- lexical chaining
- machine learning
- machine learning algorithm
- machine learning approach
- multi-document summarisation
- rouge evaluation
- scoring
- sentence compression
- statistical learning
- summarisation
- summarisation system
- summary evaluation
- summary generation
- text classification
- tf weighting
- the document understanding
- title generation
- topic labeling
- tree classifier
- unsupervised information extraction
- weighting
- world wide web
Other assigned terms:
- adjective
- adverbial phrase
- approach
- binary features
- case
- clusters
- cohesion
- community
- content words
- determiners
- document
- document frequency
- events
- feature
- generalisation
- generation
- generation system
- generation task
- gold standard
- grammaticality
- heuristic
- heuristics
- human judgments
- implementation
- inverse document frequency
- labeling
- leaf
- lexical chains
- lexical cohesion
- linguistic
- measure
- method
- n-gram
- n-gram match
- names
- news corpus
- noun phrase
- nouns
- parse
- parse tree
- part of speech
- part of speech tags
- phrase
- precision
- procedure
- process
- pronouns
- proper noun
- relative clauses
- sbar
- sentence
- sentences
- source text
- statistical approach
- statistical information
- statistics
- sub-tree
- subordinate clauses
- synonymy
- tags
- technique
- technologies
- tense form
- term
- term frequency
- terms
- test set
- text
- thesaurus
- time expressions
- training
- training data
- training examples
- tree
- tree representation
- tree structure
- trees
- understanding
- verb
- verb phrase
- web site
- weighting scheme
- word
- word features
- word pair
- wordnet
- words
