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Academic Publication A comprehensive survey on pretrained foundation models: a history from BERT to ChatGPT
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A comprehensive survey on pretrained foundation models: a history from BERT to ChatGPT
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AI models collapse when trained on recursively generated data
Abstract Stable diffusion revolutionized image creation from descriptive text. GPT-2 (ref. 1), GPT-3(.5) (ref. 2) and GPT-4 (ref. 3) demonstrated high performance across a variety of lang...
Harnessing the Power of LLMs in Practice: A Survey on ChatGPT and Beyond
This article presents a comprehensive and practical guide for practitioners and end-users working with Large Language Models (LLMs) in their downstream Natural Language Processing (NLP) tasks. We p...
ChatGPT in higher education: factors influencing ChatGPT user satisfaction and continued use intention
Artificial intelligence (AI) chatbots, represented by ChatGPT, have shown significant improvement in natural learning and problem analysis and solving, which could trigger a profound change in the ...
Refining ChatGPT-Generated Code: Characterizing and Mitigating Code Quality Issues
Since its introduction in November 2022, ChatGPT has rapidly gained popularity due to its remarkable ability in language understanding and human-like responses. ChatGPT, based on GPT-3.5 architectu...
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