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cs.AI2024★ 3 cited
Certifying Counterfactual Bias in LLMs
Isha Chaudhary, Qian Hu, Manoj Kumar +3
Large Language Models (LLMs) can produce biased responses that can cause representational harms. However, conventional studies are insufficient to thoroughly evaluate biases across…
cs.AI2024
Certifying Knowledge Comprehension in LLMs
Isha Chaudhary, Vedaant V. Jain, Gagandeep Singh
Large Language Models (LLMs) are increasingly deployed in safety-critical systems where they provide answers based on in-context information derived from knowledge bases. As LLMs a…