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DEPT achieves superior retrieval quality by preserving document embeddings while adapting query expansions, revealing a new synergy between these traditionally separate tasks.
Execution consistency can cut misleading feedback in code generation by over 87%, transforming how LLMs self-correct.
Escaping the tyranny of Bellman's curse, a new method leverages multi-step transitions to achieve higher-order accuracy in continuous-time policy evaluation, outperforming traditional one-step recursion.
