Claims › ext:c934808f71474ae1 › line of work
Its line of work
We find finetuning large multilingual language models on English tasks with English prompts allows for task generalization to non-English languages that appear only in the pretraining corpus.
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 |
|---|---|---|---|---|---|---|
| We find finetuning large multilingual language models on English tasks with English prompts allows for task generalizat… | ○ unchecked | yes | 0.55 | 0 | 4.9 | — |
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Step by step
| Where | Status | Claim | Credence |
|---|---|---|---|
| this claim | unchecked | We find finetuning large multilingual language models on English tasks with English prompts allows for task generalization to non-English languages that appear…human literature · ext:c934808f71474ae1 | 0.55 |
Background mentions carry no weight and are not part of the line. Every number recomputes from the public log.