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MUFFIN: Curating Multi-Faceted Instructions for Improving Instruction-Following

International Conference on Learning Representations (ICLR), 2023

5 December 2023

Yuxuan Sun

ArXiv (abs)PDF HTML HuggingFace (1 upvotes)

Papers citing "MUFFIN: Curating Multi-Faceted Instructions for Improving Instruction-Following"

28 / 28 papers shown

Title
Thinking with DistilQwen: A Tale of Four Distilled Reasoning and Reward Model Series Wenrui Cai Chengyu Wang Junbing Yan Jun Huang Xiangzhong Fang LRM VLM 89 0 0 03 Nov 2025
Comprehensive and Efficient Distillation for Lightweight Sentiment Analysis Models Guangyu Xie Y. Zhang Jianzhu Bao Qianlong Wang Yang Sun Bingbing Wang Ruifeng Xu VLM 357 0 0 28 Oct 2025
From Defender to Devil? Unintended Risk Interactions Induced by LLM Defenses Xiangtao Meng Tianshuo Cong Li Wang Wenyu Chen Zheng Li Shanqing Guo Xiaoyun Wang AAML 76 1 0 09 Oct 2025
Fine-Tuning on Noisy Instructions: Effects on Generalization and Performance Ahmed Alajrami Xingwei Tan Nikolaos Aletras 82 0 0 03 Oct 2025
What Makes a Good Natural Language Prompt?Annual Meeting of the Association for Computational Linguistics (ACL), 2025 Do Xuan Long Duy Dinh Ngoc-Hai Nguyen Kenji Kawaguchi Nancy F. Chen Shafiq Joty Min-Yen Kan 166 6 0 07 Jun 2025
IP-Dialog: Evaluating Implicit Personalization in Dialogue Systems with Synthetic Data Bo Peng Zhiheng Wang Heyang Gong Chaochao Lu 167 0 0 03 Jun 2025
RECAST: Expanding the Boundaries of LLMs' Complex Instruction Following with Multi-Constraint Data Wenhao Liu Wenhao Liu Mingchen Xie Jingwen Xu Zisu Huang ... Changze Lv He-Da Wang Qi Zhang Xiaoqing Zheng Xuanjing Huang 389 1 0 25 May 2025
Training with Pseudo-Code for Instruction Following Praveen Venkateswaran Rudra Murthy Riyaz Ahmad Bhat Danish Contractor ALM LRM 215 0 0 23 May 2025
DistilQwen2.5: Industrial Practices of Training Distilled Open Lightweight Language Models Chengyu Wang Junbing Yan Yuanhao Yue Yanjie Liang 159 3 0 21 Apr 2025
From Drafts to Answers: Unlocking LLM Potential via Aggregation Fine-Tuning Yafu Li Zhilin Wang Tingchen Fu Ganqu Cui Sen Yang Yu Cheng 231 7 0 21 Jan 2025
SPaR: Self-Play with Tree-Search Refinement to Improve Instruction-Following in Large Language ModelsInternational Conference on Learning Representations (ICLR), 2024 Jiale Cheng Xiao-Chang Liu C. Wang Xiaotao Gu Yaojie Lu Dan Zhang Yuxiao Dong J. Tang Hongning Wang Shiyu Huang LRM 322 10 0 16 Dec 2024
Looking Beyond Text: Reducing Language bias in Large Vision-Language Models via Multimodal Dual-Attention and Soft-Image Guidance Haozhe Zhao Shuzheng Si L. Chen Yichi Zhang Maosong Sun Mingjia Zhang Baobao Chang VLM 134 11 0 21 Nov 2024
V-DPO: Mitigating Hallucination in Large Vision Language Models via Vision-Guided Direct Preference OptimizationConference on Empirical Methods in Natural Language Processing (EMNLP), 2024 Yuxi Xie Guanzhen Li Xiao Xu Min-Yen Kan MLLM VLM 175 43 0 05 Nov 2024
UniGuard: Towards Universal Safety Guardrails for Jailbreak Attacks on Multimodal Large Language Models Sejoon Oh Yiqiao Jin Megha Sharma Donghyun Kim Eric Ma Gaurav Verma Srijan Kumar 272 12 0 03 Nov 2024
Revealing the Barriers of Language Agents in PlanningNorth American Chapter of the Association for Computational Linguistics (NAACL), 2024 Jian Xie Kexun Zhang Jiangjie Chen Siyu Yuan Kai Zhang Yikai Zhang Lei Li Yanghua Xiao LM&Ro AIFin LRM 212 16 0 16 Oct 2024
MedHalu: Hallucinations in Responses to Healthcare Queries by Large Language ModelsSocial Science Research Network (SSRN), 2025 Vibhor Agarwal Yiqiao Jin Mohit Chandra M. D. Choudhury Srijan Kumar Nishanth R. Sastry HILM LM&MA 297 22 0 29 Sep 2024
FANNO: Augmenting High-Quality Instruction Data with Open-Sourced LLMs Only He Zhu Junyou Su Tianle Lun Yicheng Tao Wenjia Zhang Zipei Fan Guanhua Chen ALM 159 5 0 02 Aug 2024
Synth-Empathy: Towards High-Quality Synthetic Empathy Data Hao Liang Linzhuang Sun Jingxuan Wei Xijie Huang Linkun Sun Bihui Yu Conghui He Wentao Zhang SyDa 215 6 0 31 Jul 2024
SynthVLM: Towards High-Quality and Efficient Synthesis of Image-Caption Datasets for Vision-Language Models Zheng Liu Hao Liang Xijie Huang Wentao Xiong Qinhan Yu Linzhuang Sun Chong Chen Huang Leng SyDa 403 1 0 30 Jul 2024
SciRIFF: A Resource to Enhance Language Model Instruction-Following over Scientific Literature Aman Rangapur Kejian Shi William Merrill Aakanksha Naik Shruti Singh ... Luca Soldaini Shannon Zejiang Shen Doug Downey Hannaneh Hajishirzi Arman Cohan 351 21 0 10 Jun 2024
SEME at SemEval-2024 Task 2: Comparing Masked and Generative Language Models on Natural Language Inference for Clinical Trials Mathilde Aguiar Pierre Zweigenbaum Nona Naderi ELM 123 3 0 05 Apr 2024
Conifer: Improving Complex Constrained Instruction-Following Ability of Large Language Models Haoran Sun Lixin Liu Junjie Li Fengyu Wang Baohua Dong Ran Lin Ruohui Huang 142 23 0 03 Apr 2024
COIG-CQIA: Quality is All You Need for Chinese Instruction Fine-tuning Yuelin Bai Xinrun Du Yiming Liang Yonggang Jin Ziqiang Liu ... Chenghua Lin Jie Fu Min Yang Shiwen Ni Ge Zhang ALM 128 50 0 26 Mar 2024
X-Shot: A Unified System to Handle Frequent, Few-shot and Zero-shot Learning Simultaneously in Classification Hanzi Xu Muhao Chen Lifu Huang Slobodan Vučetić Wenpeng Yin BDL VLM 226 4 0 06 Mar 2024
PlanGPT: Enhancing Urban Planning with Tailored Language Model and Efficient Retrieval He Zhu Wenjia Zhang Nuoxian Huang Boyang Li Luyao Niu ... Yicheng Tao Junyou Su Zhaoya Gong Chenyu Fang Xing Liu LLMAG 185 17 0 29 Feb 2024
A Survey on Knowledge Distillation of Large Language Models Xiaohan Xu Ming Li Chongyang Tao Tao Shen Reynold Cheng Jinyang Li Can Xu Dacheng Tao Wanrong Zhu KELM VLM 389 218 0 20 Feb 2024
Toward Zero-Shot Instruction FollowingConference of the European Chapter of the Association for Computational Linguistics (EACL), 2023 Renze Lou Wenpeng Yin 184 2 0 04 Aug 2023
Large Language Model Instruction Following: A Survey of Progresses and ChallengesComputational Linguistics (CL), 2023 Renze Lou Kai Zhang Wenpeng Yin ALM LRM 675 38 0 18 Mar 2023