Papers by Chia-Yao Yeh
Faithful Persona Steering under Incongruity via Dual-Stream Refinement (2026.findings-acl)
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| Challenge: | Existing methods for personalization in large language models often neglect incongruity of human personas . empirical evaluations show that QuirkyMind mitigates drift while preserving "quirks" |
| Approach: | a framework disentangles identity definition from its expression by anchoring traits in a dual-stream latent state. |
| Outcome: | a framework disentangles identity definition from its expression, and it mitigates drift without erasing authentic incongruities. |