Papers by Fulong Fan
Self-Awareness before Action: Mitigating Logical Inertia via Proactive Cognitive Awareness (2026.findings-acl)
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| Challenge: | Existing work on abductive and long-context reasoning reports that current models still lack self-awareness of missing premises. |
| Approach: | They propose a reasoning framework that introduces self-awareness of missing premises before making the final decision. |
| Outcome: | SABA achieves best performance on all three difficulty splits of detective puzzle benchmark . a small early mistake can remain uncorrected and can guide later reasoning . |