Unverified50% confidenceFactExact time
Batch effect refers to the way other cases the judge sees in the same batch indirectly affect the log-probability distribution of the current case through the attention mechanism.
1
Sources
50%
Confidence
Long-term
Relevance
10/16/2026
First Seen
Sources
Related Entities
Related Claims
Unverified霍桑效应指被观察者因意识到自己处于测试状态而改变行为，导致数据无法真实反映自然使用场景71% similarUnverifiedThe attention score of key evidence has an upper bound, while the maximum score among all effective distractors grows as the number of distractors increases.70% similarUnverifiedPlacing the question before the context causes the attention mechanism to assign higher weights to relevant tokens, allowing attention-score-based KV eviction strategies to easily identify important tokens, but in real inference scenarios the question is often given only after the context has been processed.68% similarUnverifiedThe value of context-based prediction depends on its hit rate; inaccurate recommendations will increase friction.67% similarUnverifiedThe researchers propose the attention dilution effect hypothesis to explain why batching reduces overcorrection.66% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/1047752API
curl https://kongchang.com/api/v1/knowledge/claims/1047752MCP
get_claim(id=1047752)