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Kenza Benkirane

2 accepted papers

2025

How Can We Diagnose and Treat Bias in Large Language Models for Clinical Decision-Making?

NAACL 2025long

Recent advancements in Large Language Models (LLMs) have positioned them as powerful tools for clinical decision-making, with rapidly expanding applications in healthcare. However, concerns about bias remain a significant challenge in the clinical implementation of LLMs, particularly regarding gende…

2024

Machine Translation Hallucination Detection for Low and High Resource Languages using Large Language Models

EMNLP 2024finding

Recent advancements in massively multilingual machine translation systems have significantly enhanced translation accuracy; however, even the best performing systems still generate hallucinations, severely impacting user trust. Detecting hallucinations in Machine Translation (MT) remains a critical…