BioBERTurk: Exploring Turkish Biomedical Language Model Development Strategies in Low-Resource Setting

Author:

Türkmen Hazal,Dikenelli Oğuz,Eraslan Cenk,Çallı Mehmet Cem,Özbek Süha Süreyya

Publisher

Springer Science and Business Media LLC

Subject

Artificial Intelligence,Computer Science Applications,Health Informatics,Information Systems

Reference20 articles.

1. Devlin J, Chang M-W, Lee K, Toutanova K (2018) Bert: pre-training of deep bidirectional transformers for language understanding. arXiv preprint arXiv:1810.04805

2. Kalyan KS, Rajasekharan A, Sangeetha S (2021) Ammu: a survey of transformer-based biomedical pretrained language models. J Biomed Inform 103982

3. Lee J, Yoon W, Kim S, Kim D, Kim S, So CH, Kang J (2020) Biobert: a pre-trained biomedical language representation model for biomedical text mining. Bioinformatics 36(4):1234–1240

4. Alsentzer E, Murphy JR, Boag W, Weng W-H, Jin D, Naumann T, McDermott M (2019) Publicly available clinical bert embeddings. arXiv preprint arXiv:1904.03323

5. Gu Y, Tinn R, Cheng H, Lucas M, Usuyama N, Liu X, Naumann T, Gao J, Poon H (2021) Domain-specific language model pretraining for biomedical natural language processing. ACM Transactions on Computing for Healthcare (HEALTH) 3(1):1–23

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