From db3503949d9217fea7176c2795899ff9d1c1468b Mon Sep 17 00:00:00 2001 From: Sylvain Gugger Date: Tue, 18 Jan 2022 18:00:30 -0500 Subject: [PATCH] Finish conversion of REALM doc to MDX --- docs/source/model_doc/realm.mdx | 7 +++---- 1 file changed, 3 insertions(+), 4 deletions(-) diff --git a/docs/source/model_doc/realm.mdx b/docs/source/model_doc/realm.mdx index 2d42a0e159..9f87c8f16b 100644 --- a/docs/source/model_doc/realm.mdx +++ b/docs/source/model_doc/realm.mdx @@ -14,8 +14,7 @@ specific language governing permissions and limitations under the License. ## Overview -The REALM model was proposed in `REALM: Retrieval-Augmented Language Model Pre-Training -`__ by Kelvin Guu, Kenton Lee, Zora Tung, Panupong Pasupat and Ming-Wei Chang. It's a +The REALM model was proposed in [REALM: Retrieval-Augmented Language Model Pre-Training](https://arxiv.org/abs/2002.08909) by Kelvin Guu, Kenton Lee, Zora Tung, Panupong Pasupat and Ming-Wei Chang. It's a retrieval-augmented language model that firstly retrieves documents from a textual knowledge corpus and then utilizes retrieved documents to process question answering tasks. @@ -34,8 +33,8 @@ explicit and implicit knowledge storage on three popular Open-QA benchmarks, and methods by a significant margin (4-16% absolute accuracy), while also providing qualitative benefits such as interpretability and modularity.* -This model was contributed by `qqaatw `__. The original code can be found `here -`__. +This model was contributed by [qqaatw](https://huggingface.co/qqaatw). The original code can be found +[here](https://github.com/google-research/language/tree/master/language/realm). ## RealmConfig