Instruction Tuning with GPT-4

6 April 2023

Papers citing "Instruction Tuning with GPT-4"

50 / 108 papers shown

Title
Hallucination of Multimodal Large Language Models: A Survey Zechen Bai Pichao Wang Tianjun Xiao Tong He Zongbo Han Zheng Zhang Mike Zheng Shou VLM LRM 95 145 0 29 Apr 2024
A Survey of Large Language Models on Generative Graph Analytics: Query, Learning, and Applications Wenbo Shang Xin Huang 29 9 0 23 Apr 2024
TextSquare: Scaling up Text-Centric Visual Instruction Tuning Jingqun Tang Chunhui Lin Zhen Zhao Shubo Wei Binghong Wu ... Yuliang Liu Hao Liu Yuan Xie Xiang Bai Can Huang LRM VLM MLLM 76 30 0 19 Apr 2024
JetMoE: Reaching Llama2 Performance with 0.1M Dollars Yikang Shen Zhen Guo Tianle Cai Zengyi Qin MoE ALM 46 28 0 11 Apr 2024
Comparing Bad Apples to Good Oranges: Aligning Large Language Models via Joint Preference Optimization Hritik Bansal Ashima Suvarna Gantavya Bhatt Nanyun Peng Kai-Wei Chang Aditya Grover ALM 64 9 0 31 Mar 2024
Do Large Language Models Mirror Cognitive Language Processing? Yuqi Ren Renren Jin Tongxuan Zhang Deyi Xiong 50 4 0 28 Feb 2024
Watermarking Makes Language Models Radioactive Tom Sander Pierre Fernandez Alain Durmus Matthijs Douze Teddy Furon WaLM 41 11 0 22 Feb 2024
Uncertainty quantification in fine-tuned LLMs using LoRA ensembles Oleksandr Balabanov Hampus Linander UQCV 36 14 0 19 Feb 2024
BiTA: Bi-Directional Tuning for Lossless Acceleration in Large Language Models Feng-Huei Lin Hanling Yi Hongbin Li Yifan Yang Xiaotian Yu Guangming Lu Rong Xiao 41 3 0 23 Jan 2024
Knowledge Fusion of Large Language Models Fanqi Wan Xinting Huang Deng Cai Xiaojun Quan Wei Bi Shuming Shi MoMe 40 63 0 19 Jan 2024
One-Shot Learning as Instruction Data Prospector for Large Language Models Yunshui Li Binyuan Hui Xiaobo Xia Jiaxi Yang Min Yang ... Ling-Hao Chen Junhao Liu Tongliang Liu Fei Huang Yongbin Li 38 31 0 16 Dec 2023
Text as Images: Can Multimodal Large Language Models Follow Printed Instructions in Pixels? Xiujun Li Yujie Lu Zhe Gan Jianfeng Gao William Y. Wang Yejin Choi VLM MLLM 35 2 0 29 Nov 2023
ADriver-I: A General World Model for Autonomous Driving Fan Jia Weixin Mao Yingfei Liu Yucheng Zhao Yuqing Wen Chi Zhang Xiangyu Zhang Tiancai Wang 48 63 0 22 Nov 2023
LLaVA-Plus: Learning to Use Tools for Creating Multimodal Agents Shilong Liu Hao Cheng Haotian Liu Hao Zhang Feng Li ... Hang Su Jun Zhu Lei Zhang Jianfeng Gao Chun-yue Li MLLM VLM 56 105 0 09 Nov 2023
JudgeLM: Fine-tuned Large Language Models are Scalable Judges Lianghui Zhu Xinggang Wang Xinlong Wang ELM ALM 62 112 0 26 Oct 2023
AlpaCare:Instruction-tuned Large Language Models for Medical Application Xinlu Zhang Chenxin Tian Xianjun Yang Lichang Chen Zekun Li Linda R. Petzold LM&MA 32 59 0 23 Oct 2023
SALMONN: Towards Generic Hearing Abilities for Large Language Models Changli Tang Wenyi Yu Guangzhi Sun Xianzhao Chen Tian Tan Wei Li Lu Lu Zejun Ma Chao Zhang LM&MA AuLLM 39 206 0 20 Oct 2023
Semantic Parsing by Large Language Models for Intricate Updating Strategies of Zero-Shot Dialogue State Tracking Yuxiang Wu Guanting Dong Weiran Xu 40 3 0 16 Oct 2023
AdaLomo: Low-memory Optimization with Adaptive Learning Rate Kai Lv Hang Yan Qipeng Guo Haijun Lv Xipeng Qiu ODL 27 20 0 16 Oct 2023
Qilin-Med: Multi-stage Knowledge Injection Advanced Medical Large Language Model Qichen Ye Junling Liu Dading Chong Peilin Zhou Yining Hua ... Meng Cao Ziming Wang Xuxin Cheng Andrew Liu Zhenhua Guo AI4MH LM&MA ELM 35 20 0 13 Oct 2023
Fine-grained Audio-Visual Joint Representations for Multimodal Large Language Models Guangzhi Sun Wenyi Yu Changli Tang Xianzhao Chen Tian Tan Wei Li Lu Lu Zejun Ma Chao Zhang 38 12 0 09 Oct 2023
Toolink: Linking Toolkit Creation and Using through Chain-of-Solving on Open-Source Model Cheng Qian Chenyan Xiong Zhenghao Liu Zhiyuan Liu LRM 31 12 0 08 Oct 2023
JsonTuning: Towards Generalizable, Robust, and Controllable Instruction Tuning Chang Gao Wenxuan Zhang Guizhen Chen Wai Lam 55 5 0 04 Oct 2023
Large language models in textual analysis for gesture selection Laura Birka Hensel Nutchanon Yongsatianchot P. Torshizi E. Minucci Stacy Marsella SLR 35 7 0 04 Oct 2023
GrowLength: Accelerating LLMs Pretraining by Progressively Growing Training Length Hongye Jin Xiaotian Han Jingfeng Yang Zhimeng Jiang Chia-Yuan Chang Xia Hu 33 11 0 01 Oct 2023
OpenChat: Advancing Open-source Language Models with Mixed-Quality Data Guan-Bo Wang Sijie Cheng Xianyuan Zhan Xiangang Li Sen Song Yang Liu ALM 27 231 0 20 Sep 2023
ImageBind-LLM: Multi-modality Instruction Tuning Jiaming Han Renrui Zhang Wenqi Shao Peng Gao Peng Xu ... Yafei Wen Xiaoxin Chen Xiangyu Yue Hongsheng Li Yu Qiao MLLM 49 117 0 07 Sep 2023
From Base to Conversational: Japanese Instruction Dataset and Tuning Large Language Models Masahiro Suzuki Masanori Hirano Hiroki Sakaji 39 6 0 07 Sep 2023
Siren's Song in the AI Ocean: A Survey on Hallucination in Large Language Models Yue Zhang Yafu Li Leyang Cui Deng Cai Lemao Liu ... Longyue Wang A. Luu Wei Bi Freda Shi Shuming Shi RALM LRM HILM 48 524 0 03 Sep 2023
Separate the Wheat from the Chaff: Model Deficiency Unlearning via Parameter-Efficient Module Operation Xinshuo Hu Dongfang Li Baotian Hu Zihao Zheng Zhenyu Liu Hao Fei KELM MU 35 26 0 16 Aug 2023
Link-Context Learning for Multimodal LLMs Yan Tai Weichen Fan Zhao Zhang Feng Zhu Rui Zhao Ziwei Liu ReLM LRM 26 17 0 15 Aug 2023
VisIT-Bench: A Benchmark for Vision-Language Instruction Following Inspired by Real-World Use Yonatan Bitton Hritik Bansal Jack Hessel Rulin Shao Wanrong Zhu Anas Awadalla Josh Gardner Rohan Taori L. Schimdt VLM 31 77 0 12 Aug 2023
UniversalNER: Targeted Distillation from Large Language Models for Open Named Entity Recognition Wenxuan Zhou Sheng Zhang Yu Gu Muhao Chen Hoifung Poon 30 59 0 07 Aug 2023
XNLP: An Interactive Demonstration System for Universal Structured NLP Hao Fei Meishan Zhang Hao Fei Tat-Seng Chua 42 1 0 03 Aug 2023
ImageBrush: Learning Visual In-Context Instructions for Exemplar-Based Image Manipulation Yasheng Sun Yifan Yang Houwen Peng Yifei Shen Yuqing Yang Hang-Rui Hu Lili Qiu Hideki Koike DiffM LM&Ro 37 33 0 02 Aug 2023
Can I say, now machines can think? Nitisha Aggarwal G. Saxena Sanjeev Singh Amit Pundir LRM AI4CE 16 3 0 11 Jul 2023
Secrets of RLHF in Large Language Models Part I: PPO Rui Zheng Shihan Dou Songyang Gao Yuan Hua Wei Shen ... Hang Yan Tao Gui Qi Zhang Xipeng Qiu Xuanjing Huang ALM OffRL 55 159 0 11 Jul 2023
Evade ChatGPT Detectors via A Single Space Shuyang Cai Wanyun Cui DeLMO 41 15 0 05 Jul 2023
Visual Instruction Tuning with Polite Flamingo Delong Chen Jianfeng Liu Wenliang Dai Baoyuan Wang MLLM 34 42 0 03 Jul 2023
On the Exploitability of Instruction Tuning Manli Shu Jiong Wang Chen Zhu Jonas Geiping Chaowei Xiao Tom Goldstein SILM 41 92 0 28 Jun 2023
Temporal Data Meets LLM -- Explainable Financial Time Series Forecasting Xinli Yu Zheng Chen Yuan Ling Shujing Dong Zongying Liu Yanbin Lu AIFin AI4TS 125 69 0 19 Jun 2023
Judging LLM-as-a-Judge with MT-Bench and Chatbot Arena Lianmin Zheng Wei-Lin Chiang Ying Sheng Siyuan Zhuang Zhanghao Wu ... Dacheng Li Eric Xing Haotong Zhang Joseph E. Gonzalez Ion Stoica ALM OSLM ELM 51 3,854 0 09 Jun 2023
Hierarchical Attention Encoder Decoder Asier Mujika BDL 27 3 0 01 Jun 2023
The False Promise of Imitating Proprietary LLMs Arnav Gudibande Eric Wallace Charles Burton Snell Xinyang Geng Hao Liu Pieter Abbeel Sergey Levine Dawn Song ALM 44 198 0 25 May 2023
ExpertPrompting: Instructing Large Language Models to be Distinguished Experts Benfeng Xu An Yang Junyang Lin Quang Wang Chang Zhou Yongdong Zhang Zhendong Mao ALM 47 133 0 24 May 2023
Multi-Task Instruction Tuning of LLaMa for Specific Scenarios: A Preliminary Study on Writing Assistance Yue Zhang Leyang Cui Deng Cai Xinting Huang Tao Fang Wei Bi ALM 29 36 0 22 May 2023
InheritSumm: A General, Versatile and Compact Summarizer by Distilling from GPT Yichong Xu Ruochen Xu Dan Iter Yang Liu Shuohang Wang Chenguang Zhu Michael Zeng 19 10 0 22 May 2023
Self-QA: Unsupervised Knowledge Guided Language Model Alignment Xuanyu Zhang Qing Yang ALM 25 10 0 19 May 2023
Empower Large Language Model to Perform Better on Industrial Domain-Specific Question Answering Fangkai Yang Pu Zhao Zezhong Wang Lu Wang Jue Zhang Mohit Garg Qingwei Lin Saravan Rajmohan Dongmei Zhang 37 47 0 19 May 2023
A Survey of Safety and Trustworthiness of Large Language Models through the Lens of Verification and Validation Xiaowei Huang Wenjie Ruan Wei Huang Gao Jin Yizhen Dong ... Sihao Wu Peipei Xu Dengyu Wu André Freitas Mustafa A. Mustafa ALM 45 83 0 19 May 2023