Gpt (generative pre-trained transformer)–a comprehensive review on enabling technologies, potential applications, emerging challenges, and future directions
The Generative Pre-trained Transformer (GPT) represents a notable breakthrough in the
domain of natural language processing, which is propelling us toward the development of …
domain of natural language processing, which is propelling us toward the development of …
Large-scale multi-modal pre-trained models: A comprehensive survey
With the urgent demand for generalized deep models, many pre-trained big models are
proposed, such as bidirectional encoder representations (BERT), vision transformer (ViT) …
proposed, such as bidirectional encoder representations (BERT), vision transformer (ViT) …
Efficient large language models: A survey
Large Language Models (LLMs) have demonstrated remarkable capabilities in important
tasks such as natural language understanding and language generation, and thus have the …
tasks such as natural language understanding and language generation, and thus have the …
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 …
Leveraging generative AI and large Language models: a Comprehensive Roadmap for Healthcare Integration
Generative artificial intelligence (AI) and large language models (LLMs), exemplified by
ChatGPT, are promising for revolutionizing data and information management in healthcare …
ChatGPT, are promising for revolutionizing data and information management in healthcare …
Covid-transformer: Interpretable covid-19 detection using vision transformer for healthcare
In the recent pandemic, accurate and rapid testing of patients remained a critical task in the
diagnosis and control of COVID-19 disease spread in the healthcare industry. Because of …
diagnosis and control of COVID-19 disease spread in the healthcare industry. Because of …
Fairness in large language models: A taxonomic survey
Large Language Models (LLMs) have demonstrated remarkable success across various
domains. However, despite their promising performance in numerous real-world …
domains. However, despite their promising performance in numerous real-world …
K2: A foundation language model for geoscience knowledge understanding and utilization
Large language models (LLMs) have achieved great success in general domains of natural
language processing. In this paper, we bring LLMs to the realm of geoscience with the …
language processing. In this paper, we bring LLMs to the realm of geoscience with the …
[HTML][HTML] Pre-trained language models with domain knowledge for biomedical extractive summarization
Biomedical text summarization is a critical task for comprehension of an ever-growing
amount of biomedical literature. Pre-trained language models (PLMs) with transformer …
amount of biomedical literature. Pre-trained language models (PLMs) with transformer …
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 …