Enriching query semantics for code search with reinforcement learning.
Chaozheng WangZhenhao NongCuiyun GaoZongjie LiJichuan ZengZhenchang XingYang LiuPublished in: Neural Networks (2022)
Keyphrases
- user queries
- reinforcement learning
- search queries
- query formulation
- search mechanism
- efficient search
- result set
- keyword search
- query reformulation
- query suggestion
- search engine
- query refinement
- complex queries
- retrieval process
- query processing
- original query
- search space
- search algorithm
- query specific
- relevance feedback
- search quality
- return a ranked list
- video search
- search terms
- source code
- state space
- database
- search results clustering
- semantically relevant
- indexing techniques
- web search engines
- query evaluation
- database systems
- approximate matches
- ambiguous queries
- markov decision processes
- web searches
- machine learning
- information retrieval
- learning algorithm
- keyword queries
- keywords
- data sources
- query logs
- web search
- response time
- search interface
- efficient retrieval
- index structure