most citedPredictable Confabulations: Factual Recall by LLMs Scales with Model Size and Topic Frequency

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cs.CL2026

Geometric Representations of African Languages: A Regional Semantic Hub and Cultural Steering

Muhammad Abdullahi Said, Jonathan Shock

We study how Gemma 4 31B represents African languages and responds to cultural steering. The first study compares nine African languages and three controls using probes, contrast d…

cs.CL2026★ 4 cited

Predictable Confabulations: Factual Recall by LLMs Scales with Model Size and Topic Frequency

Matthew L. Smith, Jonathan P. Shock, Samuel T. Segun +2

While scaling laws govern aggregate large language model performance, no scaling law has linked factual recall to both model size and training-data composition. We evaluated 38 mod…