Papers by Yazhe Chen
SWE-AGILE: A Software Agent Framework for Efficiently Managing Dynamic Reasoning Context (2026.findings-acl)
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| Challenge: | representative ReAct-style approaches lack explicit System-2 reasoning for deep analysis and handling complex edge cases. |
| Approach: | They propose a software agent framework that preserves full reasoning history while compressing historical reasoning content into concise Reasoning Digests. |
| Outcome: | Empirically, the proposed framework sets a new standard for 7B-8B models on SWE-Bench-Verified using only 2.2k trajectories and 896 tasks. |