diff --git a/docs/en/stack/ml/nlp/ml-nlp-model-ref.asciidoc b/docs/en/stack/ml/nlp/ml-nlp-model-ref.asciidoc
index 1fd312198..ab59a088c 100644
--- a/docs/en/stack/ml/nlp/ml-nlp-model-ref.asciidoc
+++ b/docs/en/stack/ml/nlp/ml-nlp-model-ref.asciidoc
@@ -150,6 +150,7 @@ Using `DPREncoderWrapper`:
 == Third party text similarity models
 * https://huggingface.co/cross-encoder/ms-marco-TinyBERT-L-2-v2[ms marco TinyBERT L2 v2]
 * https://huggingface.co/cross-encoder/ms-marco-MiniLM-L-6-v2[ms marco MiniLM L6 v2]
+* https://huggingface.co/BAAI/bge-reranker-base[BAAI/bge-reranker-base]
 
 [discrete]
 [[ml-nlp-model-ref-zero-shot]]