Posts tagged "over-refusal"
2 posts
SafeConstellations: Mitigating Over-Refusals in LLMs Through Task-Aware Representation Steering
*Utsav Maskey · **Sumit Yadav** · Mark Dras · Usman Naseem* Accepted · ACL 2026 Main Conference · arXiv:2508.11290 Proceeding...
SafeConstellations: Mitigating Over-Refusals in LLMs Through Task-Aware Representation Steering (ACL 2026)
# SafeConstellations — ACL 2026 Main Conference A deep-dive companion blog for **SafeConstellations**, accepted at **ACL 2026 Main**. An inference-time method that reduces LLM over-refusal by up to