Unverified50% confidenceFactExact time
SAFE-QE is a training-free and retriever-agnostic query expansion method, whose full name is Subsequence-Association Filtered, breadth-aware Query Expansion.
1
Sources
50%
Confidence
Long-term
Relevance
10/12/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedSAFE-QE models the selection of expansion terms as a constrained coverage maximization problem over the pseudo-relevant set, with the objective of retaining a set of expansion terms that is sufficiently broad, consistent, and stable under resampling.72% similarUnverifiedOn the nDCG@10 ranking metric, SAFE-QE shows no statistically significant difference from generative expansion and corpus-guided expansion.61% similarUnverifiedThe deterministic rule set of open-code-review covers high-frequency, high-risk issue types such as NPE, thread safety, XSS, and SQL injection.61% similarUnverifiedAI在源码审计中能识别SQL注入、XSS、SSRF、反序列化漏洞等常见安全模式，效率远超人工逐行审查60% similarUnverifiedQdrant supports combining vector retrieval with structured filter conditions (such as user IDs and timestamps) in composite queries.58% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/1002082API
curl https://kongchang.com/api/v1/knowledge/claims/1002082MCP
get_claim(id=1002082)