DrBERT: A Robust Pre-trained Model in French for Biomedical and Clinical domains

3 April 2023

Papers citing "DrBERT: A Robust Pre-trained Model in French for Biomedical and Clinical domains"

22 / 22 papers shown

Title
Conversational Medical AI: Ready for Practice Antoine Lizée Pierre-Auguste Beaucoté James Whitbeck Marion Doumeingts Anaël Beaugnon Isabelle Feldhaus LM&MA AI4MH 77 0 0 19 Nov 2024
The Impact of LoRA Adapters for LLMs on Clinical NLP Classification Under Data Limitations Thanh-Dung Le T. Nguyen Vu Nguyen Ha 34 0 0 27 Jul 2024
Retrieve, Generate, Evaluate: A Case Study for Medical Paraphrases Generation with Small Language Models Ioana Buhnila Aman Sinha Mathieu Constant LM&MA 31 1 0 23 Jul 2024
Multi-objective Representation for Numbers in Clinical Narratives: A CamemBERT-Bio-Based Alternative to Large-Scale LLMs Boammani Aser Lompo Thanh-Dung Le 33 0 0 28 May 2024
Self-supervised vision-langage alignment of deep learning representations for bone X-rays analysis A. Englebert Anne-Sophie Collin O. Cornu Christophe De Vleeschouwer 34 1 0 14 May 2024
Comprehensive Study on German Language Models for Clinical and Biomedical Text Understanding Ahmad Idrissi-Yaghir Amin Dada Henning Schafer Kamyar Arzideh Giulia Baldini ... Peter A. Horn Christin Seifert F. Nensa Jens Kleesiek Christoph M. Friedrich AI4MH 39 2 0 08 Apr 2024
A Benchmark Evaluation of Clinical Named Entity Recognition in French N. Bannour Christophe Servan Aurélie Névéol Xavier Tannier 26 0 0 28 Mar 2024
Adaptation of Biomedical and Clinical Pretrained Models to French Long Documents: A Comparative Study Adrien Bazoge Emmanuel Morin B. Daille P. Gourraud 21 2 0 26 Feb 2024
How Important Is Tokenization in French Medical Masked Language Models? Yanis Labrak Adrien Bazoge B. Daille Mickael Rouvier Richard Dufour 41 1 0 22 Feb 2024
DrBenchmark: A Large Language Understanding Evaluation Benchmark for French Biomedical Domain Yanis Labrak Adrien Bazoge Oumaima El Khettari Mickael Rouvier Pacome Constant dit Beaufils ... B. Daille Solen Quiniou Emmanuel Morin P. Gourraud Richard Dufour LM&MA 31 6 0 20 Feb 2024
Language Model Adaptation to Specialized Domains through Selective Masking based on Genre and Topical Characteristics Anas Belfathi Ygor Gallina Nicolas Hernandez Richard Dufour Laura Monceaux 44 1 0 19 Feb 2024
BioMistral: A Collection of Open-Source Pretrained Large Language Models for Medical Domains Yanis Labrak Adrien Bazoge Emmanuel Morin P. Gourraud Mickael Rouvier Richard Dufour 105 193 0 15 Feb 2024
Fine-Tuned Large Language Models for Symptom Recognition from Spanish Clinical Text Mai A. Shaaban Abbas Akkasi Adnan Khan Majid Komeili Mohammad Yaqub 21 1 0 28 Jan 2024
Named Entity Recognition Under Domain Shift via Metric Learning for Life Sciences Hongyi Liu Qingyun Wang Payam Karisani Heng Ji 16 1 0 19 Jan 2024
Chem-FINESE: Validating Fine-Grained Few-shot Entity Extraction through Text Reconstruction Qingyun Wang Zixuan Zhang Hongxiang Li Xuan Liu Jiawei Han Huimin Zhao Heng Ji 49 1 0 18 Jan 2024
xMEN: A Modular Toolkit for Cross-Lingual Medical Entity Normalization Florian Borchert Ignacio Llorca Roland Roller Bert Arnrich M. Schapranow 28 6 0 17 Oct 2023
A Survey of Spanish Clinical Language Models Guillem García Subies Á. Jiménez Paloma Martínez LM&MA ELM LRM 29 0 0 04 Aug 2023
UMLS-KGI-BERT: Data-Centric Knowledge Integration in Transformers for Biomedical Entity Recognition Aidan Mannion Thierry Chevalier D. Schwab Lorraine Goeuriot MedIm 51 3 0 20 Jul 2023
CamemBERT-bio: Leveraging Continual Pre-training for Cost-Effective Models on French Biomedical Data Rian Touchent Laurent Romary Eric Villemonte de la Clergerie MedIm 34 4 0 27 Jun 2023
Multilingual Clinical NER: Translation or Cross-lingual Transfer? X. Fontaine Félix Gaschi Parisa Rastin Y. Toussaint 32 8 0 07 Jun 2023
Improving Transformer Performance for French Clinical Notes Classification Using Mixture of Experts on a Limited Dataset Thanh-Dung Le P. Jouvet R. Noumeir MoE MedIm 72 5 0 22 Mar 2023
Google's Neural Machine Translation System: Bridging the Gap between Human and Machine Translation Yonghui Wu M. Schuster Z. Chen Quoc V. Le Mohammad Norouzi ... Alex Rudnick Oriol Vinyals G. Corrado Macduff Hughes J. Dean AIMat 716 6,746 0 26 Sep 2016