Does Supervised Learning of Sentence Candidates Produce the Best Extractive Summaries?
Sandra J. Gutiérrez-HinojosaHiram CalvoMarco A. Moreno-ArmendárizCarlos A. DuchanoyPublished in: MICAI (2) (2020)
Keyphrases
- text summarization
- supervised learning
- multidocument summarization
- multi document summarization
- summary generation
- automatic summarization
- extractive summarization
- named entity recognition
- information extraction
- natural language processing
- unsupervised learning
- automatic text summarization
- document summaries
- sentence extraction
- document summarization
- question answering
- semi supervised
- data sets
- training data
- learning tasks
- document set
- query expansion
- learning algorithm
- machine learning
- training set
- reinforcement learning
- maximum entropy
- multiple instance learning
- semi supervised learning
- labeled data
- active learning