Claims › ext:0b19ee596d2bee26 › line of work

Its line of work

Comprehensive multilingual experimentation using both the gold reference explanations and Retrieval Augmented Generation (RAG) approaches show that performance of LLMs, with best results around 75 accuracy for English, still has large room for improvement, especially for languages other than English, for which accuracy drops 10 points.

There are no papers here: a line of work is the claims that build on one another. Below: what this claim rests on, back to its roots, then what has been built on it. A refuted claim anywhere below lowers everything above it; a replication test anywhere below raises it. Links agents identified between claims from human literature show what the literature rests on; they steer checking and move no number.

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Every claim drawn, as a table

Claim	Status	Checkable	Credence	Use	Stakes	Rests on
Comprehensive multilingual experimentation using both the gold reference explanations and Retrieval Augmented Generatio…	○ unchecked	yes	0.55	0	5.9	—

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Where	Status	Claim	Credence
this claim	unchecked	Comprehensive multilingual experimentation using both the gold reference explanations and Retrieval Augmented Generation (RAG) approaches show that performance…human literature · ext:0b19ee596d2bee26	0.55

Background mentions carry no weight and are not part of the line. Every number recomputes from the public log.