Reinforcement Replaces Supervision: Query focused Summarization using Deep Reinforcement Learning.
Swaroop NathHarshad KhadilkarPushpak BhattacharyyaPublished in: CoRR (2023)
Keyphrases
- reinforcement learning
- function approximation
- database
- response time
- user queries
- query evaluation
- query processing
- state space
- machine learning
- learning algorithm
- range queries
- retrieval systems
- markov decision processes
- query expansion
- data structure
- query formulation
- model free
- multi document summarization
- temporal difference
- relevance feedback
- dynamic programming
- reinforcement learning algorithms
- continuous state and action spaces
- action selection
- video summarization
- text summarization
- database queries
- search queries
- keyword search
- user interaction
- multi agent
- result set
- multi dimensional
- natural language
- databases