Reinforcement Learning in Natural Language Processing: A Survey.
Yingli ShenXiaobing ZhaoPublished in: MLNLP (2023)
Keyphrases
- natural language processing
- reinforcement learning
- machine learning
- information extraction
- function approximation
- natural language
- state space
- text mining
- wordnet
- semantic relations
- computational linguistics
- optimal policy
- word sense disambiguation
- named entity recognition
- semantic analysis
- markov decision processes
- computational biology
- reinforcement learning algorithms
- artificial intelligence
- knowledge representation
- machine translation
- multi agent
- supervised learning
- temporal difference
- sentiment analysis
- free text
- robotic control
- named entities
- temporal difference learning
- text summarization
- model free
- co occurrence
- learning algorithm
- question answering
- stochastic approximation
- control policy
- ontology learning
- learning capabilities
- language processing
- textual data
- learning problems
- data sets