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[HTML][HTML] Summary of chatgpt-related research and perspective towards the future of large language models
This paper presents a comprehensive survey of ChatGPT-related (GPT-3.5 and GPT-4)
research, state-of-the-art large language models (LLM) from the GPT series, and their …
research, state-of-the-art large language models (LLM) from the GPT series, and their …
Opportunities and challenges for ChatGPT and large language models in biomedicine and health
ChatGPT has drawn considerable attention from both the general public and domain experts
with its remarkable text generation capabilities. This has subsequently led to the emergence …
with its remarkable text generation capabilities. This has subsequently led to the emergence …
[PDF][PDF] DecodingTrust: A Comprehensive Assessment of Trustworthiness in GPT Models.
Abstract Generative Pre-trained Transformer (GPT) models have exhibited exciting progress
in their capabilities, capturing the interest of practitioners and the public alike. Yet, while the …
in their capabilities, capturing the interest of practitioners and the public alike. Yet, while the …
Performance of ChatGPT on a radiology board-style examination: insights into current strengths and limitations
Background ChatGPT is a powerful artificial intelligence large language model with great
potential as a tool in medical practice and education, but its performance in radiology …
potential as a tool in medical practice and education, but its performance in radiology …
Mitigating object hallucinations in large vision-language models through visual contrastive decoding
Abstract Large Vision-Language Models (LVLMs) have advanced considerably intertwining
visual recognition and language understanding to generate content that is not only coherent …
visual recognition and language understanding to generate content that is not only coherent …
[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 …
Analyzing and mitigating object hallucination in large vision-language models
Large vision-language models (LVLMs) have shown remarkable abilities in understanding
visual information with human languages. However, LVLMs still suffer from object …
visual information with human languages. However, LVLMs still suffer from object …
Auggpt: Leveraging chatgpt for text data augmentation
Text data augmentation is an effective strategy for overcoming the challenge of limited
sample sizes in many natural language processing (NLP) tasks. This challenge is especially …
sample sizes in many natural language processing (NLP) tasks. This challenge is especially …
Pmc-vqa: Visual instruction tuning for medical visual question answering
Medical Visual Question Answering (MedVQA) presents a significant opportunity to enhance
diagnostic accuracy and healthcare delivery by leveraging artificial intelligence to interpret …
diagnostic accuracy and healthcare delivery by leveraging artificial intelligence to interpret …
Advances in medical image analysis with vision transformers: a comprehensive review
The remarkable performance of the Transformer architecture in natural language processing
has recently also triggered broad interest in Computer Vision. Among other merits …
has recently also triggered broad interest in Computer Vision. Among other merits …