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cs.CL2026
Equal Access, Unequal Interaction: A Counterfactual Audit of LLM Fairness
Alireza Amiri-Margavi, Arshia Gharagozlou, Amin Gholami Davodi +2
Prior work on fairness in large language models (LLMs) has primarily focused on access-level behaviors such as refusals and safety filtering. However, equitable access does not ens…
cs.CL2024
Enhancing Answer Reliability Through Inter-Model Consensus of Large Language Models
Alireza Amiri-Margavi, Iman Jebellat, Ehsan Jebellat +1
We propose a collaborative framework in which multiple large language models -- including GPT-4-0125-preview, Meta-LLaMA-3-70B-Instruct, Claude-3-Opus, and Gemini-1.5-Flash -- gene…