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Yusser Al Ghussin

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#natural language process... Preprint Sep 2026

FineWeb-CLaR: Culture, Language, and Region Annotations for Benchmark-Aligned Corpus Auditing

FineWeb-CLaR is introduced, a large-scale annotated dataset derived from FineWeb and FineWeb-2 that places web documents on a shared culture-language-region axis for corpus auditing and benchmark alignment, enabling direct comparison between corpus-side pretraining evidence and benchmark-side evaluation coverage.

Yusser Al Ghussin, Eva Gavaller, Cristina España-Bonet et al. · 0 citations
#artificial intelligence Preprint Sep 2026

Tracing Stereotypes from Representation to Output in Multilingual LLMs

To investigate internal mechanisms of linear probing, attribution patching, sparse autoencoders and feature ablation in Llama-3.1-8B, Qwen3-8B, and Gemma-2-9B, linear probing performance peaks substantially earlier than attribution in all three models.

Ariun-Erdene Tumurchuluun, Yusser Al Ghussin, Pinzhen Chen et al. · 0 citations

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