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HuggingGPT: Solving AI Tasks with ChatGPT and its Friends in Hugging Face

Neural Information Processing Systems (NeurIPS), 2023

30 March 2023

Yongliang Shen

Kaitao Song

Xu Tan

Dongsheng Li

Weiming Lu

Yueting Zhuang

MLLM

ArXiv (abs)PDF HTML HuggingFace (12 upvotes)

Papers citing "HuggingGPT: Solving AI Tasks with ChatGPT and its Friends in Hugging Face"

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CREATOR: Tool Creation for Disentangling Abstract and Concrete Reasoning of Large Language ModelsConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Cheng Qian Chi Han Yi R. Fung Yujia Qin Zhiyuan Liu Heng Ji LRM 290 60 0 23 May 2023
Skill-Based Few-Shot Selection for In-Context LearningConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Shengnan An Bo Zhou Zeqi Lin Qiang Fu B. Chen Nanning Zheng Weizhu Chen Jian-Guang Lou 343 42 0 23 May 2023
ChatGPT as your Personal Data Scientist Md. Mahadi Hassan Alex Knipper Shubhra (Santu) Karmaker LM&MA LLMAG AI4CE 263 23 0 23 May 2023
Clembench: Using Game Play to Evaluate Chat-Optimized Language Models as Conversational AgentsConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Kranti Chalamalasetti Jana Gotze Sherzod Hakimov Brielen Madureira P. Sadler David Schlangen ELM ALM LLMAG 362 48 0 22 May 2023
Matcher: Segment Anything with One Shot Using All-Purpose Feature MatchingInternational Conference on Learning Representations (ICLR), 2023 Yang Liu Huanyi Zheng Hengtao Li Hao Chen Xinlong Wang Chunhua Shen VLM MLLM 240 122 0 22 May 2023
VideoLLM: Modeling Video Sequence with Large Language Models Guo Chen Yin-Dong Zheng Jiahao Wang Jilan Xu Yifei Huang ... Yi Wang Yali Wang Yu Qiao Tong Lu Limin Wang MLLM 241 110 0 22 May 2023
Chain-of-Knowledge: Grounding Large Language Models via Dynamic Knowledge Adapting over Heterogeneous SourcesInternational Conference on Learning Representations (ICLR), 2023 Xingxuan Li Ruochen Zhao Yew Ken Chia Bosheng Ding Shafiq Joty Soujanya Poria Lidong Bing HILM BDL LRM 384 139 0 22 May 2023
Making Language Models Better Tool Learners with Execution FeedbackNorth American Chapter of the Association for Computational Linguistics (NAACL), 2023 Shuofei Qiao Honghao Gui Chengfei Lv Qianghuai Jia Huajun Chen Ningyu Zhang LLMAG 360 68 0 22 May 2023
Logic-LM: Empowering Large Language Models with Symbolic Solvers for Faithful Logical ReasoningConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Liangming Pan Alon Albalak Xinyi Wang William Yang Wang ReLM LRM AI4CE 379 402 0 20 May 2023
ToolkenGPT: Augmenting Frozen Language Models with Massive Tools via Tool EmbeddingsNeural Information Processing Systems (NeurIPS), 2023 Shibo Hao Tianyang Liu Zhen Wang Zhiting Hu RALM LLMAG 445 232 0 19 May 2023
Empower Large Language Model to Perform Better on Industrial Domain-Specific Question AnsweringConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Fangkai Yang Lu Wang Zezhong Wang Lu Wang Jue Zhang Mohit Garg Qingwei Lin Saravan Rajmohan Dongmei Zhang 225 69 0 19 May 2023
VisionLLM: Large Language Model is also an Open-Ended Decoder for Vision-Centric TasksNeural Information Processing Systems (NeurIPS), 2023 Wen Wang Zhe Chen Xiaokang Chen Jiannan Wu Xizhou Zhu ... Ping Luo Tong Lu Jie Zhou Yu Qiao Jifeng Dai MLLM VLM 270 613 0 18 May 2023
SpeechGPT: Empowering Large Language Models with Intrinsic Cross-Modal Conversational AbilitiesConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Dong Zhang Shimin Li Xin Zhang Jun Zhan Pengyu Wang Yaqian Zhou Xipeng Qiu AuLLM MLLM 473 501 0 18 May 2023
TextDiffuser: Diffusion Models as Text PaintersNeural Information Processing Systems (NeurIPS), 2023 Jingye Chen Yupan Huang Tengchao Lv Lei Cui Qifeng Chen Furu Wei 478 173 0 18 May 2023
Towards Generalist Robots: A Promising Paradigm via Generative Simulation Zhou Xian Théophile Gervet Zhenjia Xu Yi-Ling Qiao Tsun-Hsuan Wang Yian Wang LM&Ro 281 15 0 17 May 2023
Generating coherent comic with rich story using ChatGPT and Stable Diffusion Ze Jin Zorina Song DiffM 89 16 0 16 May 2023
Small Models are Valuable Plug-ins for Large Language ModelsAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 Canwen Xu Yichong Xu Shuohang Wang Yang Liu Chenguang Zhu Julian McAuley LLMAG 186 71 0 15 May 2023
Autonomous GIS: the next-generation AI-powered GISInternational Journal of Digital Earth (IJDE), 2023 Zhenlong Li H. Ning SyDa LLMAG 297 127 0 10 May 2023
VideoChat: Chat-Centric Video Understanding Kunchang Li Yinan He Yi Wang Yizhuo Li Wen Wang Ping Luo Yali Wang Limin Wang Yu Qiao MLLM 351 774 0 10 May 2023
Patchwork Learning: A Paradigm Towards Integrative Analysis across Diverse Biomedical Data SourcesPatterns (Patterns), 2023 Suraj Rajendran Weishen Pan M. Sabuncu Yong Chen Jiayu Zhou Fei Wang 230 22 0 10 May 2023
InternGPT: Solving Vision-Centric Tasks by Interacting with ChatGPT Beyond Language Zhaoyang Liu Yinan He Wenhai Wang Weiyun Wang Yi Wang ... Yali Wang Limin Wang Ping Luo Jifeng Dai Yu Qiao LRM MLLM 336 105 0 09 May 2023
A Taxonomy of Foundation Model based Systems through the Lens of Software Architecture Qinghua Lu Liming Zhu Xiwei Xu Yue Liu Zhenchang Xing Jon Whittle 331 15 0 09 May 2023
Augmented Large Language Models with Parametric Knowledge Guiding Ziyang Luo Can Xu Lu Wang Xiubo Geng Chongyang Tao Jing Ma Qingwei Lin Daxin Jiang KELM RALM 287 54 0 08 May 2023
X-LLM: Bootstrapping Advanced Large Language Models by Treating Multi-Modalities as Foreign Languages Feilong Chen Minglun Han Haozhi Zhao Qingyang Zhang Jing Shi Shuang Xu Bo Xu MLLM 294 149 0 07 May 2023
Otter: A Multi-Modal Model with In-Context Instruction TuningIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023 Yue Liu Yuanhan Zhang Liangyu Chen Jinghao Wang Fanyi Pu Joshua Adrian Cahyono Jingkang Yang Yu Qiao MLLM 456 616 0 05 May 2023
Generating Virtual On-body Accelerometer Data from Virtual Textual Descriptions for Human Activity RecognitionInternational Workshop on the Semantic Web (SW), 2023 Zi-Jian Leng Hiroko H. Dodge Thomas Plötz 107 31 0 04 May 2023
AutoML-GPT: Automatic Machine Learning with GPT Shujian Zhang Chengyue Gong Lemeng Wu Xingchao Liu Mi Zhou LLMAG 288 86 0 04 May 2023
ChatGraph: Interpretable Text Classification by Converting ChatGPT Knowledge to Graphs Yucheng Shi Hehuan Ma Wenliang Zhong Qiaoyu Tan Gengchen Mai Xiang Li Tianming Liu Junzhou Huang AI4MH 164 43 0 03 May 2023
SMILE: Single-turn to Multi-turn Inclusive Language Expansion via ChatGPT for Mental Health SupportConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Huachuan Qiu Hongliang He Shuai Zhang Anqi Li Zhenzhong Lan AI4MH 371 50 0 30 Apr 2023
LLaMA-Adapter V2: Parameter-Efficient Visual Instruction Model Shiyang Feng Jiaming Han Renrui Zhang Ziyi Lin Shijie Geng ... Pan Lu Conghui He Xiangyu Yue Jiaming Song Yu Qiao MLLM 258 694 0 28 Apr 2023
ChatVideo: A Tracklet-centric Multimodal and Versatile Video Understanding System Junke Wang Dongdong Chen Chong Luo Xiyang Dai Lu Yuan Zuxuan Wu Yu-Gang Jiang 315 67 0 27 Apr 2023
mPLUG-Owl: Modularization Empowers Large Language Models with Multimodality Qinghao Ye Haiyang Xu Guohai Xu Jiabo Ye Ming Yan ... Junfeng Tian Qiang Qi Ji Zhang Feiyan Huang Jingren Zhou VLM MLLM 965 1,143 0 27 Apr 2023
Evaluating Inter-Bilingual Semantic Parsing for Indian Languages Divyanshu Aggarwal V. Gupta Anoop Kunchukuttan 184 3 0 25 Apr 2023
AudioGPT: Understanding and Generating Speech, Music, Sound, and Talking HeadAAAI Conference on Artificial Intelligence (AAAI), 2023 Rongjie Huang Mingze Li Dongchao Yang Jiatong Shi Xuankai Chang ... Jia-Bin Huang Jinglin Liu Yixiang Ren Zhou Zhao Shinji Watanabe LM&MA AuLLM 215 320 0 25 Apr 2023
ChatLLM Network: More brains, More intelligenceAI Open (AO), 2023 Rui Hao Linmei Hu Weijian Qi Qingliu Wu Yirui Zhang Liqiang Nie LLMAG ALM LRM 153 43 0 24 Apr 2023
Segment Anything in Non-Euclidean Domains: Challenges and Opportunities Yongcheng Jing Xinchao Wang Dacheng Tao 241 22 0 23 Apr 2023
Chameleon: Plug-and-Play Compositional Reasoning with Large Language ModelsNeural Information Processing Systems (NeurIPS), 2023 Pan Lu Baolin Peng Hao Cheng Michel Galley Kai-Wei Chang Ying Nian Wu Song-Chun Zhu Jianfeng Gao KELM MLLM LRM 305 407 0 19 Apr 2023
Tool Learning with Foundation ModelsACM Computing Surveys (ACM Comput. Surv.), 2023 Yujia Qin Shengding Hu Yankai Lin Weize Chen Ning Ding ... Cheng Yang Tongshuang Wu Heng Ji Zhiyuan Liu Maosong Sun 334 306 0 17 Apr 2023
A Reference Architecture for Designing Foundation Model based Systems Qinghua Lu Liming Zhu Xiwei Xu Zhenchang Xing Jon Whittle AI4TS AI4CE 188 2 0 13 Apr 2023
AGI for Agriculture Guoyu Lu Sheng Li Gengchen Mai Jin Sun Dajiang Zhu ... R. Xu Daniel Petti Changying Li Tianming Liu Changying Li AI4CE 198 21 0 12 Apr 2023
chatClimate: Grounding Conversational AI in Climate Science S. Vaghefi Qian Wang V. Muccione Jingwei Ni Mathias Kraus ... Tobias Schimanski Chiara Colesanti-Senni Nicolas Webersinke Christrian Huggel Markus Leippold KELM AI4MH HILM 320 100 0 11 Apr 2023
ChemCrow: Augmenting large-language models with chemistry tools Andres M Bran Sam Cox Oliver Schilter Carlo Baldassari Andrew D. White P. Schwaller LLMAG 584 638 0 11 Apr 2023
OpenAGI: When LLM Meets Domain ExpertsNeural Information Processing Systems (NeurIPS), 2023 Yingqiang Ge Qingfeng Lan Kai Mei Jianchao Ji Juntao Tan Shuyuan Xu Zelong Li Zelong Li VLM LRM 293 296 0 10 Apr 2023
LLM-Adapters: An Adapter Family for Parameter-Efficient Fine-Tuning of Large Language ModelsConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Zhiqiang Hu Lei Wang Yihuai Lan Wanyu Xu Ee-Peng Lim Lidong Bing Xing Xu Soujanya Poria Roy Ka-wei Lee ALM 283 375 0 04 Apr 2023
A Bibliometric Review of Large Language Models Research from 2017 to 2023ACM Transactions on Intelligent Systems and Technology (ACM TIST), 2023 Lizhou Fan Jinkui Chi Zihui Ma Sanggyu Lee Huizi Yu Libby Hemphill 213 197 0 03 Apr 2023
Reflexion: Language Agents with Verbal Reinforcement LearningNeural Information Processing Systems (NeurIPS), 2023 Noah Shinn Federico Cassano Beck Labash A. Gopinath Karthik Narasimhan Shunyu Yao LLMAG KELM 585 2,157 0 20 Mar 2023
Kartezio: Evolutionary Design of Explainable Pipelines for Biomedical Image AnalysisNature Communications (Nat. Commun.), 2023 Kévin Cortacero Brienne A. McKenzie S. Muller Roxana Khazen Fanny Lafouresse ... H. Luga Oskar Staufer Michael L. Dustin S. Valitutti Sylvain Cussat-Blanc MedIm 164 23 0 28 Feb 2023
Not what you've signed up for: Compromising Real-World LLM-Integrated Applications with Indirect Prompt Injection Kai Greshake Sahar Abdelnabi Shailesh Mishra C. Endres Thorsten Holz Mario Fritz SILM 440 747 0 23 Feb 2023
Complex QA and language models hybrid architectures, Survey Xavier Daull P. Bellot Emmanuel Bruno Vincent Martin Elisabeth Murisasco ELM 619 20 0 17 Feb 2023
Grounded Affordance from Exocentric ViewInternational Journal of Computer Vision (IJCV), 2022 Hongcheng Luo Wei Zhai Jing Zhang Yang Cao Dacheng Tao 192 28 0 28 Aug 2022