DRL4IR: 3rd Workshop on Deep Reinforcement Learning for Information Retrieval.
Xiangyu ZhaoXin XinWeinan ZhangLi ZhaoDawei YinGrace Hui YangPublished in: SIGIR (2022)
Keyphrases
- information retrieval
- reinforcement learning
- information retrieval systems
- web ir
- information access
- query expansion
- cross language ir
- information extraction
- ir evaluation
- ir models
- markov decision processes
- function approximation
- search engine
- vector space model
- temporal difference
- term weighting
- learning to rank
- text retrieval
- retrieval effectiveness
- optimal policy
- retrieval systems
- retrieval model
- language model
- latent semantic indexing
- relevance feedback
- dynamic programming
- web information retrieval
- learning process
- text mining
- model free
- information seeking
- relevant documents
- document retrieval
- extended boolean
- model for information retrieval
- learning algorithm
- patent retrieval
- boolean queries
- computational linguistics
- reinforcement learning algorithms
- natural language processing
- document collections