Large Visual Language Model(LVLM), Large Language Model(LLM), Multimodal Large Language Model(MLLM), Alignment, Agent, AI System, Survey Multimodal && LVLM Vision-Language Models for Vision Tasks: A Survey, 2023.04 Foundational Models Defining a New Era in Vision: A Survey and Outlook, 2023.07...
Jordi Pont-Tuset, Ivan Laptev, Josef Sivic, and Cordelia Schmid. Vid2seq: Large-scale pretraining of a visual language model for dense video captioning. In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, pages 10714–10726, 2023. ...
研究人员正在不断努力改进LM体系结构和训练方法以应对这些挑战。 大型语言模型(Large Language Models, LLMs)是具有大规模参数和出色学习能力的先进语言模型。许多LLMs的核心模块,如GPT-3、InstructGPT和GPT-4,都采用了包含自注意力模块的Transformer结构,并以此作为建构语言模型的基本结构。Transformer以其高效处理序列数...
In-context learning.The in-context learning (ICL) ability is formally introduced by GPT-3 [55]: assuming that the language model has been provided with a natural language instruction and/or several task demonstrations, it can generate the expected output for the test instances by completing the ...
A Survey of Large Language Models 以下是该文档的关键内容: 自图灵测试提出以来,人类一直在探索机器如何掌握语言智能。近年来,预训练语言模型(PLM)通过在大规模语料库上预训练Transformer模型,成为语言理解和生成的主要方法,并在各种自然语言处理(NLP)任务中展现出强大的能力。随着模型规模的增加,模型能力也在不断提高...
(i.e.,ChatGPT),andNewBing3presentsaninitialattemptthatenhancesthesearchresultsbasedonLLMsInthefieldofCV,theresearcherstrytodevelopChatGPT-likevision-languagemodelsthatcanbetterservemultimodaldialoguesandGPT-4[46]hassupportedmulti-modalinputbyintegratingthevisualinformation.Thisnewwaveoftechnologywouldpotentially...
Software Testing with Large Language Model: Survey, Landscape, and VisionPre-trained large language models (LLMs) have recently emerged as a breakthrough technology in natural language processing and artificial intelligence, with the ability... J Wang,Y Huang,C Chen,... - 《Arxiv》 被引量: ...
Survey on large language model annotation of cellular senescence from figures in review articlesdoi:10.1186/s44342-024-00011-6This study evaluated large language models (LLMs), particularly the GPT-4 with vision (GPT-4V) and GPT-4 Turbo, for annotating biomedical figures, focusing on cellular ...
language models in agent-based modeling and simulation, discussing their challenges and promising future directions. In this survey, since this is an interdisciplinary field, we first introduce the background of agent-based modeling and simulation and large language model-empowered agents. We then ...
5月17日,鹅厂协同国内几大高校实验室发布了一篇有关多模态大模型的综述文章《Efficient Multimodal Large Language Models: A Survey》,有广度有深度地介绍了多模态大模型的行业发展现状,对多模态大模型发展感觉兴趣的同学觉得有用就一键三连吧~ *本文只摘译精华部分,需要了解全文的请至文末跳转至原文链接阅读。