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llm-lab-org / MENA-Values-Benchmark-Evaluating-Cultural-Alignment-and-Multilingual-Bias-in-Large-Language-Models

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This repository contains the dataset and code used in our paper, “I Am Aligned, But With Whom? Diagnosing Structural Alignment Failures in Multilingual LLMs” It provides tools to evaluate how LLMs represent cultural values across 16 countries, multiple languages, and perspectives.

ai-alignment ai-fairness multilingual-nlp nlp-evaluation cultural-ai mena-region token-level-analysis
  • Updated Mar 3, 2026
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