Update README.md

README.md

@@ -349,7 +349,7 @@ language:
 ---
 <img src="assets/thumbnail.webp">
 
-# SentenceTransformer based on intfloat/multilingual-e5-large
+# Lemone-Embed: A Series of Fine-Tuned Embedding Models for French Taxation
 
 This is a [sentence-transformers](https://www.SBERT.net) model finetuned from [intfloat/multilingual-e5-large](https://huggingface.co/intfloat/multilingual-e5-large). It maps sentences & paragraphs to a 1024-dimensional dense vector space and can be used for semantic textual similarity, semantic search, paraphrase mining, text classification, clustering, and more.
 
@@ -678,4 +678,19 @@ Carbon emissions were measured using [CodeCarbon](https://github.com/mlco2/codec
     publisher = "Association for Computational Linguistics",
     url = "https://arxiv.org/abs/1908.10084",
 }
-```
+```
+
+If you use this code in your research, please use the following BibTeX entry.
+
+```BibTeX
+@misc{louisbrulenaudet2024,
+  author =       {Louis Brulé Naudet},
+  title =        {Lemone-Embed: A Series of Fine-Tuned Embedding Models for French Taxation},
+  year =         {2024}
+  howpublished = {\url{https://huggingface.co/datasets/louisbrulenaudet/lemone-embed-l-boost}},
+}
+```
+
+## Feedback
+
+If you have any feedback, please reach out at [[email protected]](mailto:[email protected]).