Self-Instruct: Aligning Language Models with Self-Generated Instructions

20 December 2022

Daniel Khashabi

Papers citing "Self-Instruct: Aligning Language Models with Self-Generated Instructions"

50 / 1,586 papers shown

Title
DELMAN: Dynamic Defense Against Large Language Model Jailbreaking with Model Editing Yi Wang Fenghua Weng Songlin Yang Zhan Qin Minlie Huang Wenjie Wang KELM AAML 53 0 0 17 Feb 2025
Preference Optimization for Reasoning with Pseudo Feedback Fangkai Jiao Geyang Guo Xingxing Zhang Nancy F. Chen Chenyu You Furu Wei LRM 99 9 0 17 Feb 2025
System Message Generation for User Preferences using Open-Source Models Minbyul Jeong Jungho Cho Minsoo Khang Dawoon Jung Teakgyu Hong 41 0 0 17 Feb 2025
EvidenceMap: Learning Evidence Analysis to Unleash the Power of Small Language Models for Biomedical Question Answering Chang Zong Jian Wan Siliang Tang Lei Zhang 88 0 0 17 Feb 2025
Building A Proof-Oriented Programmer That Is 64% Better Than GPT-4o Under Data Scarcity Dylan Zhang Justin Wang Tianran Sun 50 1 0 17 Feb 2025
InsBank: Evolving Instruction Subset for Ongoing Alignment Jiayi Shi Yiwei Li Shaoxiong Feng Peiwen Yuan Xiaobei Wang ... Chuyi Tan Boyuan Pan Huan Ren Yao Hu Kan Li ALM 92 0 0 17 Feb 2025
Auto-Search and Refinement: An Automated Framework for Gender Bias Mitigation in Large Language Models Yue Xu Chengyan Fu Li Xiong Sibei Yang Wenjie Wang 47 0 0 17 Feb 2025
RePrompt: Planning by Automatic Prompt Engineering for Large Language Models Agents Weizhe Chen Sven Koenig B. Dilkina LLMAG 110 8 0 17 Feb 2025
Flaming-hot Initiation with Regular Execution Sampling for Large Language Models Weizhe Chen Zhicheng Zhang Guanlin Liu Renjie Zheng Wenlei Shi Chen Dun Zheng Wu Xing Jin Lin Yan ALM LRM 51 1 0 17 Feb 2025
An Empirical Analysis of Uncertainty in Large Language Model Evaluations Qiujie Xie Qingqiu Li Zhuohao Yu Yuejie Zhang Yue Zhang Linyi Yang ELM 63 1 0 15 Feb 2025
Distraction is All You Need for Multimodal Large Language Model Jailbreaking Zuopeng Yang Jiluan Fan Anli Yan Erdun Gao Xin Lin Tao Li Kanghua mo Changyu Dong AAML 77 1 0 15 Feb 2025
RefineCoder: Iterative Improving of Large Language Models via Adaptive Critique Refinement for Code Generation C. Zhou Xinyu Zhang Dandan Song Xiancai Chen Wanli Gu Huipeng Ma Yuhang Tian Hao Fei Linmei Hu 63 1 0 13 Feb 2025
Escaping Collapse: The Strength of Weak Data for Large Language Model Training Kareem Amin Sara Babakniya Alex Bie Weiwei Kong Umar Syed Sergei Vassilvitskii 70 1 0 13 Feb 2025
Measuring Diversity in Synthetic Datasets Yuchang Zhu Huizhe Zhang Bingzhe Wu Jintang Li Zibin Zheng Peilin Zhao Liang Chen Yatao Bian 100 0 0 12 Feb 2025
Does Training on Synthetic Data Make Models Less Robust? Lingze Zhang Ellie Pavlick SyDa 89 0 0 11 Feb 2025
Evolving LLMs' Self-Refinement Capability via Iterative Preference Optimization Yongcheng Zeng Xinyu Cui Xuanfa Jin Guoqing Liu Zexu Sun Quan He Dong Li Ning Yang Haifeng Zhang Jun Wang LLMAG LRM 95 1 0 08 Feb 2025
DeepThink: Aligning Language Models with Domain-Specific User Intents Yang Li Mingxuan Luo Yeyun Gong Chen Lin Jian Jiao Yi Liu Kaili Huang LRM ALM ELM 59 0 0 08 Feb 2025
Refining Positive and Toxic Samples for Dual Safety Self-Alignment of LLMs with Minimal Human Interventions Jingxin Xu Guoshun Nan Sheng Guan Sicong Leng Yong-Jin Liu Zixiao Wang Yuyang Ma Zhili Zhou Yanzhao Hou Xiaofeng Tao LM&MA 60 0 0 08 Feb 2025
Iterative Deepening Sampling for Large Language Models Weizhe Chen Sven Koenig B. Dilkina LRM ReLM 88 1 0 08 Feb 2025
Improving Natural Language Understanding for LLMs via Large-Scale Instruction Synthesis Lin Yuan Jun Xu Honghao Gui Mengshu Sun Qing Cui Lei Liang Jun Zhou AI4CE 231 0 0 06 Feb 2025
The Best Instruction-Tuning Data are Those That Fit Dylan Zhang Qirun Dai Hao Peng ALM 117 4 0 06 Feb 2025
Out-of-Distribution Detection using Synthetic Data Generation Momin Abbas Muneeza Azmat R. Horesh Mikhail Yurochkin 47 1 0 05 Feb 2025
M2R2: Mixture of Multi-Rate Residuals for Efficient Transformer Inference Nikhil Bhendawade Mahyar Najibi Devang Naik Irina Belousova MoE 85 0 0 04 Feb 2025
Evaluation of Large Language Models via Coupled Token Generation N. C. Benz Stratis Tsirtsis Eleni Straitouri Ivi Chatzi Ander Artola Velasco Suhas Thejaswi Manuel Gomez Rodriguez 51 0 0 03 Feb 2025
Preference VLM: Leveraging VLMs for Scalable Preference-Based Reinforcement Learning Udita Ghosh Dripta S. Raychaudhuri Jiachen Li Konstantinos Karydis A. Roy-Chowdhury VLM 58 0 0 03 Feb 2025
Self-Improving Transformers Overcome Easy-to-Hard and Length Generalization Challenges Nayoung Lee Ziyang Cai Avi Schwarzschild Kangwook Lee Dimitris Papailiopoulos ReLM VLM LRM AI4CE 83 4 0 03 Feb 2025
LLM-Powered Benchmark Factory: Reliable, Generic, and Efficient Peiwen Yuan Shaoxiong Feng Yiwei Li Xiaobei Wang Y. Zhang Jiayi Shi Chuyi Tan Boyuan Pan Yao Hu Kan Li 73 2 0 02 Feb 2025
Memory-Efficient Fine-Tuning of Transformers via Token Selection Antoine Simoulin Namyong Park Xiaoyi Liu Grey Yang 115 0 0 31 Jan 2025
GuardReasoner: Towards Reasoning-based LLM Safeguards Yue Liu Hongcheng Gao Shengfang Zhai Jun Xia Tianyi Wu Zhiwei Xue Yuxiao Chen Kenji Kawaguchi Jiaheng Zhang Bryan Hooi AI4TS LRM 131 14 0 30 Jan 2025
Diverse Preference Optimization Jack Lanchantin Angelica Chen S. Dhuliawala Ping Yu Jason Weston Sainbayar Sukhbaatar Ilia Kulikov 93 4 0 30 Jan 2025
SimRAG: Self-Improving Retrieval-Augmented Generation for Adapting Large Language Models to Specialized Domains Ran Xu Hui Liu Sreyashi Nag Zhenwei Dai Yaochen Xie ... Chen Luo Yang Li Joyce C. Ho Carl Yang Qi He RALM 76 8 0 28 Jan 2025
A Survey of Large Language Models for Healthcare: from Data, Technology, and Applications to Accountability and Ethics Kai He Rui Mao Qika Lin Yucheng Ruan Xiang Lan Mengling Feng Min Zhang LM&MA AILaw 93 154 0 28 Jan 2025
MADP: Multi-Agent Deductive Planning for Enhanced Cognitive-Behavioral Mental Health Question Answer Qi Chen Dexi Liu 31 0 0 28 Jan 2025
Risk-Aware Distributional Intervention Policies for Language Models Bao Nguyen Binh Nguyen Duy Nguyen V. Nguyen 30 1 0 28 Jan 2025
OpenCharacter: Training Customizable Role-Playing LLMs with Large-Scale Synthetic Personas Xiaoyang Wang H. Zhang Tao Ge W. Yu Dian Yu Dong Yu AI4CE 45 2 0 28 Jan 2025
WisdomBot: Tuning Large Language Models with Artificial Intelligence Knowledge Jingyuan Chen Tao Wu Wei Ji Fei Wu 46 0 0 22 Jan 2025
ALoFTRAG: Automatic Local Fine Tuning for Retrieval Augmented Generation Peter Devine 45 0 0 21 Jan 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 2 0 21 Jan 2025
From Arabic Text to Puzzles: LLM-Driven Development of Arabic Educational Crosswords Kamyar Zeinalipour M. Saad Marco Maggini Marco Gori 29 2 0 19 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
CDS: Data Synthesis Method Guided by Cognitive Diagnosis Theory Haokun Zhao Jinyi Han Jiaqing Liang Yanghua Xiao 54 0 0 13 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
OpenCodeInterpreter: Integrating Code Generation with Execution and Refinement Tianyu Zheng Ge Zhang Tianhao Shen Xueling Liu Bill Yuchen Lin Jie Fu Wenhu Chen Xiang Yue SyDa 91 103 0 08 Jan 2025
Visual Large Language Models for Generalized and Specialized Applications Yifan Li Zhixin Lai Wentao Bao Zhen Tan Anh Dao Kewei Sui Jiayi Shen Dong Liu Huan Liu Yu Kong VLM 88 12 0 06 Jan 2025
WizardMath: Empowering Mathematical Reasoning for Large Language Models via Reinforced Evol-Instruct Haipeng Luo Qingfeng Sun Can Xu Pu Zhao Jian-Guang Lou ... Xiubo Geng Qingwei Lin Shifeng Chen Yansong Tang Dongmei Zhang OSLM LRM 110 412 0 03 Jan 2025
The Unmet Promise of Synthetic Training Images: Using Retrieved Real Images Performs Better Scott Geng Cheng-Yu Hsieh Vivek Ramanujan Matthew Wallingford Chun-Liang Li Pang Wei Koh Ranjay Krishna DiffM 68 6 0 03 Jan 2025
Unleashing the Power of Data Tsunami: A Comprehensive Survey on Data Assessment and Selection for Instruction Tuning of Language Models Yulei Qin Yuncheng Yang Pengcheng Guo Gang Li Hang Shao Yuchen Shi Zihan Xu Yun Gu Ke Li Xing Sun ALM 93 12 0 31 Dec 2024
ConTrans: Weak-to-Strong Alignment Engineering via Concept Transplantation Weilong Dong Xinwei Wu Renren Jin Shaoyang Xu Deyi Xiong 65 7 0 31 Dec 2024
A Comprehensive Survey of Large Language Models and Multimodal Large Language Models in Medicine Hanguang Xiao Feizhong Zhou X. Liu Tianqi Liu Zhipeng Li Xin Liu Xiaoxuan Huang AILaw LM&MA LRM 61 18 0 31 Dec 2024
In-Context Learning with Iterative Demonstration Selection Chengwei Qin Aston Zhang Chong Chen Anirudh Dagar Wenming Ye LRM 70 38 0 31 Dec 2024