Enriching Query Semantics for Code Search with Reinforcement Learning.
Chaozheng WangZhenghao NongCuiyun GaoZongjie LiJichuan ZengZhenchang XingYang LiuPublished in: CoRR (2021)
Keyphrases
- reinforcement learning
- user queries
- search queries
- query formulation
- query reformulation
- query suggestion
- search mechanism
- query processing
- query refinement
- search results clustering
- search space
- search algorithm
- efficient search
- search quality
- original query
- query specific
- response time
- keyword search
- result set
- database
- search terms
- semantically relevant
- search engine
- video search
- machine learning
- web searches
- return a ranked list
- information retrieval
- data structure
- indexing techniques
- inverted index
- source code
- query expansion
- search experience
- markov decision processes
- function approximation
- query interface
- retrieval process
- indexing structure
- query evaluation
- transformation rules
- similarity search
- search interface
- prior art
- index structure
- efficient retrieval
- web search engines
- information retrieval systems
- interactive search
- algebraic operations
- test collection
- search result diversification
- approximate matches
- learning algorithm