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Datasets for large language models: A comprehensive survey
This paper embarks on an exploration into the Large Language Model (LLM) datasets,
which play a crucial role in the remarkable advancements of LLMs. The datasets serve as …
which play a crucial role in the remarkable advancements of LLMs. The datasets serve as …
Clinical text datasets for medical artificial intelligence and large language models—a systematic review
Privacy and ethical considerations limit access to large-scale clinical datasets, particularly
clinical text data, which contain extensive and diverse information and serve as the …
clinical text data, which contain extensive and diverse information and serve as the …
[HTML][HTML] A survey of large language models for healthcare: from data, technology, and applications to accountability and ethics
The utilization of large language models (LLMs) for Healthcare has generated both
excitement and concern due to their ability to effectively respond to free-text queries with …
excitement and concern due to their ability to effectively respond to free-text queries with …
Huatuogpt, towards taming language model to be a doctor
In this paper, we present HuatuoGPT, a large language model (LLM) for medical
consultation. The core recipe of HuatuoGPT is to leverage both\textit {distilled data from …
consultation. The core recipe of HuatuoGPT is to leverage both\textit {distilled data from …
Pre-trained language models in biomedical domain: A systematic survey
Pre-trained language models (PLMs) have been the de facto paradigm for most natural
language processing tasks. This also benefits the biomedical domain: researchers from …
language processing tasks. This also benefits the biomedical domain: researchers from …
Cmb: A comprehensive medical benchmark in chinese
Large Language Models (LLMs) provide a possibility to make a great breakthrough in
medicine. The establishment of a standardized medical benchmark becomes a fundamental …
medicine. The establishment of a standardized medical benchmark becomes a fundamental …
Disc-medllm: Bridging general large language models and real-world medical consultation
Z Bao, W Chen, S **ao, K Ren, J Wu, C Zhong… - arxiv preprint arxiv …, 2023 - arxiv.org
We propose DISC-MedLLM, a comprehensive solution that leverages Large Language
Models (LLMs) to provide accurate and truthful medical response in end-to-end …
Models (LLMs) to provide accurate and truthful medical response in end-to-end …
BioBART: Pretraining and evaluation of a biomedical generative language model
Pretrained language models have served as important backbones for natural language
processing. Recently, in-domain pretraining has been shown to benefit various domain …
processing. Recently, in-domain pretraining has been shown to benefit various domain …
Foundation model for advancing healthcare: challenges, opportunities and future directions
Foundation model, trained on a diverse range of data and adaptable to a myriad of tasks, is
advancing healthcare. It fosters the development of healthcare artificial intelligence (AI) …
advancing healthcare. It fosters the development of healthcare artificial intelligence (AI) …
Huatuogpt-ii, one-stage training for medical adaption of llms
Adapting a language model into a specific domain, akadomain adaption', is a common
practice when specialized knowledge, eg medicine, is not encapsulated in a general …
practice when specialized knowledge, eg medicine, is not encapsulated in a general …