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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) …
A comprehensive survey of scientific large language models and their applications in scientific discovery
In many scientific fields, large language models (LLMs) have revolutionized the way text and
other modalities of data (eg, molecules and proteins) are handled, achieving superior …
other modalities of data (eg, molecules and proteins) are handled, achieving superior …
On protecting the data privacy of large language models (llms): A survey
Large language models (LLMs) are complex artificial intelligence systems capable of
understanding, generating and translating human language. They learn language patterns …
understanding, generating and translating human language. They learn language patterns …
Cross-domain knowledge transfer without retraining to facilitating seamless knowledge application in large language models
JH Kim, HR Kim - 2024 - researchsquare.com
Cross-domain knowledge transfer in large language models (LLMs) presents significant
challenges, particularly regarding the extensive resources required for retraining. This …
challenges, particularly regarding the extensive resources required for retraining. This …
A survey on medical large language models: Technology, application, trustworthiness, and future directions
Large language models (LLMs), such as GPT series models, have received substantial
attention due to their impressive capabilities for generating and understanding human-level …
attention due to their impressive capabilities for generating and understanding human-level …
Large language model to multimodal large language model: A journey to shape the biological macromolecules to biological sciences and medicine
M Bhattacharya, S Pal, S Chatterjee, SS Lee… - … Therapy-Nucleic Acids, 2024 - cell.com
After ChatGPT was released, large language models (LLMs) became more popular.
Academicians use ChatGPT or LLM models for different purposes, and the use of ChatGPT …
Academicians use ChatGPT or LLM models for different purposes, and the use of ChatGPT …
Modify mistral large performance with low-rank adaptation (lora) on the big-bench dataset
H Fujiwara, R Kimura, T Nakano - 2024 - researchsquare.com
Abstract Low-Rank Adaptation (LoRA) provides a resource-efficient method for fine-tuning
large language models, addressing significant computational challenges. Implementing …
large language models, addressing significant computational challenges. Implementing …
Blade: Enhancing black-box large language models with small domain-specific models
Large Language Models (LLMs) like ChatGPT and GPT-4 are versatile and capable of
addressing a diverse range of tasks. However, general LLMs, which are developed on open …
addressing a diverse range of tasks. However, general LLMs, which are developed on open …
A survey on large language models with multilingualism: Recent advances and new frontiers
The rapid development of Large Language Models (LLMs) demonstrates remarkable
multilingual capabilities in natural language processing, attracting global attention in both …
multilingual capabilities in natural language processing, attracting global attention in both …
Large language models in biomedicine and health: current research landscape and future directions
Large language models (LLMs) are a specialized type of generative artificial intelligence (AI)
focused on generating natural language text. These models are developed through …
focused on generating natural language text. These models are developed through …