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20242026
most citedAlpaca against Vicuna: Using LLMs to Uncover Memorization of LLMs

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cs.CL2025

The Unintended Trade-off of AI Alignment:Balancing Hallucination Mitigation and Safety in LLMs

Omar Mahmoud, Ali Khalil, Buddhika Laknath Semage +2

Hallucination in large language models (LLMs) has been widely studied in recent years, with progress in both detection and mitigation aimed at improving truthfulness. Yet, a critic…

cs.CL2025

Improving Multilingual Language Models by Aligning Representations through Steering

Omar Mahmoud, Buddhika Laknath Semage, Thommen George Karimpanal +1

This paper investigates how Large Language Models (LLMs) represent non-English tokens -- a question that remains underexplored despite recent progress. We propose a lightweight int…