Instruction Tuning with GPT-4

6 April 2023

Papers citing "Instruction Tuning with GPT-4"

50 / 99 papers shown

Title
WorldView-Bench: A Benchmark for Evaluating Global Cultural Perspectives in Large Language Models Abdullah Mushtaq Imran Taj Rafay Naeem Ibrahim Ghaznavi Junaid Qadir 26 0 0 14 May 2025
Synthline: A Product Line Approach for Synthetic Requirements Engineering Data Generation using Large Language Models Abdelkarim El-Hajjami Camille Salinesi SyDa 39 0 0 06 May 2025
Model Utility Law: Evaluating LLMs beyond Performance through Mechanism Interpretable Metric Yixin Cao Jiahao Ying Yuhui Wang Xipeng Qiu Xuanjing Huang Yugang Jiang ELM 44 2 0 10 Apr 2025
ORAL: Prompting Your Large-Scale LoRAs via Conditional Recurrent Diffusion Rana Muhammad Shahroz Khan Dongwen Tang Pingzhi Li Kai Wang Tianlong Chen AI4CE 142 0 0 31 Mar 2025
MLLM-Selector: Necessity and Diversity-driven High-Value Data Selection for Enhanced Visual Instruction Tuning Yiwei Ma Guohai Xu Xiaoshuai Sun Jiayi Ji Jie Lou Debing Zhang Rongrong Ji 95 0 0 26 Mar 2025
Triad: Empowering LMM-based Anomaly Detection with Vision Expert-guided Visual Tokenizer and Manufacturing Process Yuanze Li Shihao Yuan Haolin Wang Qizhang Li Ming-Yu Liu Chen Xu Guangming Shi Wangmeng Zuo 56 0 0 17 Mar 2025
A Multimodal Benchmark Dataset and Model for Crop Disease Diagnosis Xiang Liu Zhaoxiang Liu Huan Hu Zezhou Chen Kohou Wang Ning Wang Kai Wang 43 1 0 10 Mar 2025
Filter Images First, Generate Instructions Later: Pre-Instruction Data Selection for Visual Instruction Tuning Bardia Safaei Faizan Siddiqui Jiacong Xu Vishal M. Patel Shao-Yuan Lo VLM 166 0 0 10 Mar 2025
Green Prompting Marta Adamska Daria Smirnova Hamid Nasiri Zhengxin Yu Peter Garraghan 160 0 0 09 Mar 2025
A Zero-Shot Learning Approach for Ephemeral Gully Detection from Remote Sensing using Vision Language Models Seyed Mohamad Ali Tousi Ramy M. A. Farag Jacket Demby's Gbenga Omotara John A. Lory Guilherme N. DeSouza 148 0 0 03 Mar 2025
M2-omni: Advancing Omni-MLLM for Comprehensive Modality Support with Competitive Performance Qingpei Guo Kaiyou Song Zipeng Feng Ziping Ma Qinglong Zhang ... Yunxiao Sun Tai-WeiChang Jingdong Chen Ming Yang Jun Zhou MLLM VLM 90 3 0 26 Feb 2025
Dynamic Low-Rank Sparse Adaptation for Large Language Models Weizhong Huang Yuxin Zhang Xiawu Zheng Yong Liu Jing Lin Yiwu Yao Rongrong Ji 97 1 0 21 Feb 2025
Unlocking the Power of Function Vectors for Characterizing and Mitigating Catastrophic Forgetting in Continual Instruction Tuning Gangwei Jiang Caigao Jiang Zhaoyi Li Siqiao Xue Jun-ping Zhou Linqi Song Defu Lian Yin Wei CLL MU 63 1 0 16 Feb 2025
Otter: Generating Tests from Issues to Validate SWE Patches Toufique Ahmed Jatin Ganhotra Rangeet Pan Avraham Shinnar Saurabh Sinha Martin Hirzel 78 0 0 07 Feb 2025
StringLLM: Understanding the String Processing Capability of Large Language Models Xilong Wang Hao Fu Jindong Wang Neil Zhenqiang Gong 54 0 0 28 Jan 2025
Keeping LLMs Aligned After Fine-tuning: The Crucial Role of Prompt Templates Kaifeng Lyu Haoyu Zhao Xinran Gu Dingli Yu Anirudh Goyal Sanjeev Arora ALM 82 44 0 20 Jan 2025
Aligning Instruction Tuning with Pre-training Yiming Liang Tianyu Zheng Xinrun Du Ge Zhang Jiaheng Liu ... Zhaoxiang Zhang Wenhao Huang Jiajun Zhang Xiang Yue Jiajun Zhang 88 1 0 16 Jan 2025
Audio-Language Datasets of Scenes and Events: A Survey Gijs Wijngaard Elia Formisano Michele Esposito M. Dumontier 81 2 0 10 Jan 2025
AgroGPT: Efficient Agricultural Vision-Language Model with Expert Tuning Muhammad Awais Ali Husain Salem Abdulla Alharthi Amandeep Kumar Hisham Cholakkal Rao Muhammad Anwer VLM 65 3 0 10 Jan 2025
SPaR: Self-Play with Tree-Search Refinement to Improve Instruction-Following in Large Language Models Jiale Cheng Xiao-Chang Liu C. Wang Xiaotao Gu Yaojie Lu Dan Zhang Yuxiao Dong J. Tang Hongning Wang Minlie Huang LRM 126 3 0 16 Dec 2024
RoboMatrix: A Skill-centric Hierarchical Framework for Scalable Robot Task Planning and Execution in Open-World Weixin Mao Weiheng Zhong Zhou Jiang Dong Fang Zhongyue Zhang ... Fan Jia Tiancai Wang Haoqiang Fan Osamu Yoshie Osamu Yoshie 119 5 0 29 Nov 2024
Focus On This, Not That! Steering LLMs With Adaptive Feature Specification Tom A. Lamb Adam Davies Alasdair Paren Philip Torr Francesco Pinto 47 0 0 30 Oct 2024
MiniPLM: Knowledge Distillation for Pre-Training Language Models Yuxian Gu Hao Zhou Fandong Meng Jie Zhou Minlie Huang 70 5 0 22 Oct 2024
Magnetic Preference Optimization: Achieving Last-iterate Convergence for Language Model Alignment Mingzhi Wang Chengdong Ma Qizhi Chen Linjian Meng Yang Han Jiancong Xiao Zhaowei Zhang Jing Huo Weijie Su Yaodong Yang 32 4 0 22 Oct 2024
Montessori-Instruct: Generate Influential Training Data Tailored for Student Learning Xiaochuan Li Zichun Yu Chenyan Xiong SyDa 33 1 0 18 Oct 2024
Data Quality Control in Federated Instruction-tuning of Large Language Models Yaxin Du Rui Ye Fengting Yuchi W. Zhao Jingjing Qu Yunhong Wang Siheng Chen ALM FedML 53 0 0 15 Oct 2024
Functional-level Uncertainty Quantification for Calibrated Fine-tuning on LLMs Ruijia Niu D. Wu Rose Yu Yi Ma 33 1 0 09 Oct 2024
PortLLM: Personalizing Evolving Large Language Models with Training-Free and Portable Model Patches Rana Muhammad Shahroz Khan Pingzhi Li Sukwon Yun Zhenyu Wang S. Nirjon Chau-Wai Wong Tianlong Chen KELM 43 2 0 08 Oct 2024
SFTMix: Elevating Language Model Instruction Tuning with Mixup Recipe Yuxin Xiao Shujian Zhang Wenxuan Zhou Marzyeh Ghassemi Sanqiang Zhao 109 0 0 07 Oct 2024
Geometric Analysis of Reasoning Trajectories: A Phase Space Approach to Understanding Valid and Invalid Multi-Hop Reasoning in LLMs Javier Marin LRM 85 0 0 06 Oct 2024
From Pixels to Tokens: Byte-Pair Encoding on Quantized Visual Modalities Wanpeng Zhang Zilong Xie Yicheng Feng Yijiang Li Xingrun Xing Sipeng Zheng Zongqing Lu MLLM 30 0 0 03 Oct 2024
House of Cards: Massive Weights in LLMs Jaehoon Oh Seungjun Shin Dokwan Oh 37 1 0 02 Oct 2024
PROMPTFUZZ: Harnessing Fuzzing Techniques for Robust Testing of Prompt Injection in LLMs Jiahao Yu Yangguang Shao Hanwen Miao Junzheng Shi SILM AAML 71 4 0 23 Sep 2024
AlpaPICO: Extraction of PICO Frames from Clinical Trial Documents Using LLMs Madhusudan Ghosh Shrimon Mukherjee Asmit Ganguly Partha Basuchowdhuri S. Naskar Debasis Ganguly 34 7 0 15 Sep 2024
Programming Refusal with Conditional Activation Steering Bruce W. Lee Inkit Padhi K. Ramamurthy Erik Miehling Pierre L. Dognin Manish Nagireddy Amit Dhurandhar LLMSV 105 13 0 06 Sep 2024
Recent Advances in Attack and Defense Approaches of Large Language Models Jing Cui Yishi Xu Zhewei Huang Shuchang Zhou Jianbin Jiao Junge Zhang PILM AAML 57 1 0 05 Sep 2024
Why Are My Prompts Leaked? Unraveling Prompt Extraction Threats in Customized Large Language Models Zi Liang Haibo Hu Qingqing Ye Yaxin Xiao Haoyang Li AAML ELM SILM 50 6 0 05 Aug 2024
Large Language Models as Co-Pilots for Causal Inference in Medical Studies Ahmed Alaa Rachael V. Phillips Emre Kiciman Laura B. Balzer Mark van der Laan Maya L Petersen CML ELM LM&MA 46 0 0 26 Jul 2024
Boosting Reward Model with Preference-Conditional Multi-Aspect Synthetic Data Generation Jiaming Shen Ran Xu Yennie Jun Zhen Qin Tianqi Liu Carl Yang Yi Liang Simon Baumgartner Michael Bendersky SyDa 64 4 0 22 Jul 2024
ViLLa: Video Reasoning Segmentation with Large Language Model Rongkun Zheng Lu Qi Xi Chen Yi Wang Kun Wang Yu Qiao Hengshuang Zhao VOS LRM 77 2 0 18 Jul 2024
Mobile Edge Intelligence for Large Language Models: A Contemporary Survey Guanqiao Qu Qiyuan Chen Wei Wei Zheng Lin Xianhao Chen Kaibin Huang 42 43 0 09 Jul 2024
Regularizing Hidden States Enables Learning Generalizable Reward Model for LLMs Rui Yang Ruomeng Ding Yong Lin Huan Zhang Tong Zhang 44 43 0 14 Jun 2024
F-LMM: Grounding Frozen Large Multimodal Models Size Wu Sheng Jin Wenwei Zhang Lumin Xu Wentao Liu Wei Li Chen Change Loy MLLM 80 12 0 09 Jun 2024
DeepStack: Deeply Stacking Visual Tokens is Surprisingly Simple and Effective for LMMs Lingchen Meng Jianwei Yang Rui Tian Xiyang Dai Zuxuan Wu Jianfeng Gao Yu-Gang Jiang VLM 27 9 0 06 Jun 2024
Beyond Imitation: Learning Key Reasoning Steps from Dual Chain-of-Thoughts in Reasoning Distillation Chengwei Dai Kun Li Wei Zhou Song Hu LRM 43 5 0 30 May 2024
ESP: Extro-Spective Prediction for Long-term Behavior Reasoning in Emergency Scenarios Dingrui Wang Zheyuan Lai Yuda Li Yi Wu Yuexin Ma Johannes Betz Ruigang Yang Wei Li 19 1 0 07 May 2024
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 95 139 0 29 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 74 29 0 19 Apr 2024
JetMoE: Reaching Llama2 Performance with 0.1M Dollars Yikang Shen Zhen Guo Tianle Cai Zengyi Qin MoE ALM 46 26 0 11 Apr 2024
Do Large Language Models Mirror Cognitive Language Processing? Yuqi Ren Renren Jin Tongxuan Zhang Deyi Xiong 50 4 0 28 Feb 2024