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