Ordonner un résumé automatique multi-documents fondé sur une classification des phrases en classes lexicales (Ordering a multi-document summary based on sentences subtopic clustering).
Aurélien BossardÉmilie Guimier De NeefPublished in: TALN (Articles courts) (2011)
Keyphrases
- document summarization
- keyphrases
- cosine similarity
- document classification
- document clustering
- multi document summarization
- multidocument summarization
- document set
- class labels
- extractive summarization
- summary generation
- text clustering
- keywords
- automatic text summarization
- natural language
- information retrieval
- multiword
- k means
- document collections
- word frequency
- text classification
- text documents
- clustering method
- sentence extraction
- xml documents
- text summarization
- information retrieval systems
- retrieved documents
- clustering algorithm
- feature selection
- single document summarization
- machine learning
- index terms
- web documents
- similarity measure
- text corpus
- syntactic information
- linguistic features
- document representation
- cross document
- tf idf
- news articles
- test collection
- document summaries
- knn