The evidence behind the guides

Sources

Find a study, check what it supports, and follow it back to a concern.

TopicCollection

Sources for Model-language coverage

2 sources

Guide citations are still under editorial review.

Singh and colleagues · ACL 2024 Language benchmark

IndicGenBench: A Multilingual Benchmark to Evaluate Generation Capabilities of LLMs on Indic Languages (original source, new tab)

Generation tasks across 29 Indic languages. Not a ranking of every model available today.

Adebara and colleagues · ACL 2025 Language benchmark

Where Are We? Evaluating LLM Performance on African Languages (original source, new tab)

Evaluation of African-language capabilities; results are model and task specific.

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