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

5 December 2023

Yuxuan Sun

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

28 / 28 papers shown

Title
DistilQwen2.5: Industrial Practices of Training Distilled Open Lightweight Language Models Chengyu Wang Junbing Yan Yuanhao Yue Jun Huang 19 0 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 45 1 0 21 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
V-DPO: Mitigating Hallucination in Large Vision Language Models via Vision-Guided Direct Preference Optimization Yuxi Xie Guanzhen Li Xiao Xu Min-Yen Kan MLLM VLM 60 13 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 62 6 0 03 Nov 2024
Revealing the Barriers of Language Agents in Planning Jian Xie Kexun Zhang Jiangjie Chen Siyu Yuan Kai Zhang Yikai Zhang Lei Li Yanghua Xiao LM&Ro AIFin LRM 32 6 0 16 Oct 2024
MedHalu: Hallucinations in Responses to Healthcare Queries by Large Language Models Vibhor Agarwal Yiqiao Jin Mohit Chandra Munmun De Choudhury Srijan Kumar Nishanth R. Sastry HILM LM&MA 44 5 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 34 2 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 42 4 0 31 Jul 2024
SynthVLM: High-Efficiency and High-Quality Synthetic Data for Vision Language Models Zheng Liu Hao Liang Xijie Huang Wentao Xiong Qinhan Yu Linzhuang Sun Chong Chen Conghui He Bin Cui Wentao Zhang SyDa 47 0 0 30 Jul 2024
SciRIFF: A Resource to Enhance Language Model Instruction-Following over Scientific Literature David Wadden Kejian Shi Jacob Morrison Aakanksha Naik Shruti Singh ... Luca Soldaini Shannon Zejiang Shen Doug Downey Hannaneh Hajishirzi Arman Cohan 47 11 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 19 2 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 25 14 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 40 31 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 47 2 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 50 9 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 Dinesh Manocha KELM VLM 44 101 0 20 Feb 2024
Toward Zero-Shot Instruction Following Renze Lou Wenpeng Yin 39 1 0 04 Aug 2023
MagicBrush: A Manually Annotated Dataset for Instruction-Guided Image Editing Kai Zhang Lingbo Mo Wenhu Chen Huan Sun Yu-Chuan Su EGVM 111 237 0 16 Jun 2023
Adaptive Chameleon or Stubborn Sloth: Revealing the Behavior of Large Language Models in Knowledge Conflicts Jian Xie Kai Zhang Jiangjie Chen Renze Lou Yu-Chuan Su RALM 209 155 0 22 May 2023
LaMini-LM: A Diverse Herd of Distilled Models from Large-Scale Instructions Minghao Wu Abdul Waheed Chiyu Zhang Muhammad Abdul-Mageed Alham Fikri Aji ALM 132 119 0 27 Apr 2023
Instruction Tuning with GPT-4 Baolin Peng Chunyuan Li Pengcheng He Michel Galley Jianfeng Gao SyDa ALM LM&MA 159 579 0 06 Apr 2023
Large Language Model Instruction Following: A Survey of Progresses and Challenges Renze Lou Kai Zhang Wenpeng Yin ALM LRM 29 20 0 18 Mar 2023
Training language models to follow instructions with human feedback Long Ouyang Jeff Wu Xu Jiang Diogo Almeida Carroll L. Wainwright ... Amanda Askell Peter Welinder Paul Christiano Jan Leike Ryan J. Lowe OSLM ALM 313 11,953 0 04 Mar 2022
PromptSource: An Integrated Development Environment and Repository for Natural Language Prompts Stephen H. Bach Victor Sanh Zheng-Xin Yong Albert Webson Colin Raffel ... Khalid Almubarak Xiangru Tang Dragomir R. Radev Mike Tian-Jian Jiang Alexander M. Rush VLM 225 338 0 02 Feb 2022
Multitask Prompted Training Enables Zero-Shot Task Generalization Victor Sanh Albert Webson Colin Raffel Stephen H. Bach Lintang Sutawika ... T. Bers Stella Biderman Leo Gao Thomas Wolf Alexander M. Rush LRM 213 1,657 0 15 Oct 2021
Exploiting Cloze Questions for Few Shot Text Classification and Natural Language Inference Timo Schick Hinrich Schütze 258 1,588 0 21 Jan 2020
GLUE: A Multi-Task Benchmark and Analysis Platform for Natural Language Understanding Alex Jinpeng Wang Amanpreet Singh Julian Michael Felix Hill Omer Levy Samuel R. Bowman ELM 297 6,959 0 20 Apr 2018