A preference learning approach to sentence ordering for multi-document summarization.
Danushka BollegalaNaoaki OkazakiMitsuru IshizukaPublished in: Inf. Sci. (2012)
Keyphrases
- multi document summarization
- preference learning
- sentence level
- multidocument summarization
- text summarization
- single document summarization
- document summaries
- manifold ranking
- ordinal regression
- automatic summarization
- sentence similarity
- gaussian processes
- sentence extraction
- cross document
- graph based ranking algorithm
- pairwise comparison
- recommender systems
- automatic text summarization
- document summarization
- active learning
- partial order
- ranking functions
- natural language processing
- gaussian process
- multiple criteria
- named entity recognition
- question answering
- semi supervised
- information extraction
- similarity measure
- feature selection