2 papers
cs.CL2026
ImplicitBBQ: Benchmarking Implicit Bias in Large Language Models through Characteristic Based Cues
Bhaskara Hanuma Vedula, Darshan Anghan, Ishita Goyal +2
Large Language Models increasingly suppress biased outputs when demographic identity is stated explicitly, yet may still exhibit implicit biases when identity is conveyed indirectl…
cs.CL2026
Do LLMs Adhere to Label Definitions? Examining Their Receptivity to External Label Definitions
Seyedali Mohammadi, Bhaskara Hanuma Vedula, Hemank Lamba +4
Do LLMs genuinely incorporate external definitions, or do they primarily rely on their parametric knowledge? To address these questions, we conduct controlled experiments across mu…