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clarify accuracy claim

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svlandeg 2023-09-08 10:16:37 +02:00
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1 changed files with 3 additions and 3 deletions
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website/docs/api/large-language-models.mdx
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@ -205,7 +205,6 @@ not require labels.
| ----------- | ------------------------------------------------------ |
| **RETURNS** | The labels added to the component. ~~Tuple[str, ...]~~ |
## Tasks {id="tasks"}
### Task implementation {id="task-implementation"}
@ -316,8 +315,9 @@ The NER task identifies non-overlapping entities in text.
Version 3 is fundamentally different to v1 and v2, as it implements
Chain-of-Thought prompting, based on the
[PromptNER paper](https://arxiv.org/pdf/2305.15444.pdf) by Ashok and Lipton
(2023). From preliminary experiments, we've found this implementation to obtain
significant better accuracy.
(2023). On an internal use-case, we have found this implementation to obtain
significant better accuracy - with an increase of F-score of up to 15 percentage
points.
> #### Example config
>