Update README.md

README.md

@@ -1,3 +1,94 @@
 ---
 license: apache-2.0
+language:
+- en
+- es
+- fr
+- it
+tags:
+- medical
+pretty_name: Multilingual Medical Corpus
 ---
+
+<p align="center">
+    <br>
+    <img src="http://www.ixa.eus/sites/default/files/anitdote.png" style="width: 30%;">
+    <h2 align="center">Mutilingual Medical Corpus</h2>
+    <be>
+
+<p align="justify">
+Multilingual-Medical-Corpus a 3 billion word multilingual corpus for training LLMs adapted to the medical domain. Multilingual-Medical-Corpus includes four languages, namely, English, Spanish, French, and Italian.
+</p>
+
+  - 📖 Paper: [Medical mT5: An Open-Source Multilingual Text-to-Text LLM for The Medical Domain]()
+  - 🌐 Project Website: [https://univ-cotedazur.eu/antidote](https://univ-cotedazur.eu/antidote)
+
+# Corpus Description
+- **Developed by**: Iker García-Ferrero, Rodrigo Agerri, Aitziber Atutxa Salazar, Elena Cabrio, Iker de la Iglesia, Alberto Lavelli, Bernardo Magnini, Benjamin Molinet, Johana Ramirez-Romero, German Rigau, Jose Maria Villa-Gonzalez, Serena Villata and Andrea Zaninello
+- **Contact**: [Iker García-Ferrero](https://ikergarcia1996.github.io/Iker-Garcia-Ferrero/) and [Rodrigo Agerri](https://ragerri.github.io/)
+- **Website**: [https://univ-cotedazur.eu/antidote](https://univ-cotedazur.eu/antidote)
+- **Funding**: CHIST-ERA XAI 2019 call. Antidote (PCI2020-120717-2) funded by MCIN/AEI /10.13039/501100011033 and by European Union NextGenerationEU/PRTR
+- **Language(s) (NLP)**: English, Spanish, French, Italian
+- **License**: apache-2.0
+
+## English Split
+
+| Source | Words |
+|-----------------|----------------|
+| ClinicalTrials  | 127.4M         |
+| EMEA            | 12M            |
+| PubMed          | 968.4M         |
+
+## Spanish Split
+
+| Source | Words |
+|-----------------|----------------|
+| EMEA            | 13.6M          |
+| PubMed          | 8.4M           |
+| Medical Crawler | 918M           |
+| SPACC           | 350K           |
+| UFAL            | 10.5M          |
+| WikiMed         | 5.2M           |
+
+## French Split
+
+| Source      | Words |
+|----------------------|----------------|
+| PubMed               | 1.4M           |
+| Science Direct       | 15.2M          |
+| Wikipedia - Médecine | 5M             |
+| EDP                  | 48K            |
+| Google Patents       | 654M           |
+
+
+## Italian Split
+
+| Source          | Words |
+|--------------------------|----------------|
+| Medical Commoncrawl - IT | 67M            |
+| Drug instructions        | 30.5M          |
+| Wikipedia - Medicina     | 13.3M          |
+| E3C Corpus - IT          | 11.6M          |
+| Medicine descriptions    | 6.3M           |
+| Medical theses           | 5.8M           |
+| Medical websites         | 4M             |
+| PubMed                   | 2.3M           |
+| Supplement description   | 1.3M           |
+| Medical notes            | 975K           |
+| Pathologies              | 157K           |
+| Medical test simulations | 26K            |
+| Clinical cases           | 20K            |
+
+
+## Citation
+
+We will soon release a paper, but, for now, you can use:
+
+```bibtext
+@inproceedings{medical-mt5,
+ title     = "{{Medical mT5: An Open-Source Multilingual Text-to-Text LLM for The Medical Domain}}",
+ author    = "{Iker García-Ferrero and Rodrigo Agerri and Aitziber Atutxa Salazar and Elena Cabrio and Iker de la Iglesia and Alberto Lavelli and Bernardo Magnini and Benjamin Molinet and Johana Ramirez-Romero and German Rigau and Jose Maria Villa-Gonzalez and Serena Villata and Andrea Zaninello}",
+ publisher = "Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING)",
+ year = 2024 }
+
+```