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cs.CL2026
Selective Test-Time Debiasing for CLIP via Reward Gating
Jaeho Han, Jisoo Yang, Hyeondong Woo +3
Vision language models (VLMs) demonstrate strong zero-shot performance, but often perpetuate social stereotypes in person-centric queries, yielding skewed demographic distributions…
cs.CL2026
The Pragmatic Persona: Discovering LLM Persona through Bridging Inference
Jisoo Yang, Jongwon Ryu, Minuk Ma +2
Large Language Models (LLMs) reveal inherent and distinctive personas through dialogue. However, most existing persona discovery approaches rely on surface-level lexical or stylist…