From 06714404d2c2f1d7533db12b0e601cf20b5b97e6 Mon Sep 17 00:00:00 2001 From: svlandeg Date: Fri, 8 Sep 2023 10:16:37 +0200 Subject: [PATCH] clarify accuracy claim --- website/docs/api/large-language-models.mdx | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/website/docs/api/large-language-models.mdx b/website/docs/api/large-language-models.mdx index bd1b656e3..1ac9b0cef 100644 --- a/website/docs/api/large-language-models.mdx +++ b/website/docs/api/large-language-models.mdx @@ -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 >