Ranking Sentences for Extractive Summarization with Reinforcement Learning.
Shashi NarayanShay B. CohenMirella LapataPublished in: NAACL-HLT (2018)
Keyphrases
- extractive summarization
- reinforcement learning
- text summarization
- ranking algorithm
- state space
- web search
- function approximation
- learning to rank
- model free
- ranking functions
- temporal difference
- reinforcement learning algorithms
- natural language processing
- optimal policy
- ranked list
- learning process
- action selection
- learning algorithm