BottleSum: Unsupervised and Self-supervised Sentence Summarization using the Information Bottleneck Principle.
Peter WestAri HoltzmanJan BuysYejin ChoiPublished in: EMNLP/IJCNLP (1) (2019)
Keyphrases
- text summarization
- automatic summarization
- information bottleneck
- multi document summarization
- mutual reinforcement
- sentence extraction
- sentence compression
- automatic text summarization
- multidocument summarization
- document summaries
- syntactic categories
- semi supervised
- natural language
- document summarization
- supervised learning
- unsupervised learning
- cross document
- information theoretic
- unsupervised manner
- single document summarization
- sentence level
- data driven
- syntactic analysis
- supervised classification
- word frequency
- language independent
- information extraction
- extractive summarization
- probabilistic model
- clustering algorithm
- machine learning