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"

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Review-Instruct: A Review-Driven Multi-Turn Conversations Generation Method for Large Language Models Jiangxu Wu Cong Wang TianHuang Su Jun Yang Haozhi Lin ... S. M. I. Simon X. Yang BinQing Pan Z. Li Ni Yang ZhenYu Yang ALM 14 0 0 16 May 2025
When Thinking Fails: The Pitfalls of Reasoning for Instruction-Following in LLMs Xiaomin Li Zhou Yu Zhiwei Zhang Xupeng Chen Ziji Zhang Yingying Zhuang Narayanan Sadagopan Anurag Beniwal LRM 7 0 0 16 May 2025
RouteNator: A Router-Based Multi-Modal Architecture for Generating Synthetic Training Data for Function Calling LLMs Vibha Belavadi Tushar Vatsa Dewang Sultania Suhas Suresha Ishita Verma Cheng Chen Tracy Holloway King Michael Friedrich SyDa 26 0 0 15 May 2025
Rethinking Repetition Problems of LLMs in Code Generation Yihong Dong Yuchen Liu Xue Jiang Zhi Jin Ge Li 21 0 0 15 May 2025
Language Agents Mirror Human Causal Reasoning Biases. How Can We Help Them Think Like Scientists? Anthony GX-Chen Dongyan Lin Mandana Samiei Doina Precup Blake A. Richards Rob Fergus Kenneth Marino CML LRM 34 0 0 14 May 2025
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
Seeing Beyond the Scene: Enhancing Vision-Language Models with Interactional Reasoning Dayong Liang Changmeng Zheng Zhiyuan Wen Yi Cai Xiao Wei Qing Li LRM 28 0 0 14 May 2025
Large Language Models for Computer-Aided Design: A Survey Licheng Zhang Bach Le Naveed Akhtar Siew-Kei Lam Tuan Ngo 3DV AI4CE 38 0 0 13 May 2025
ToolACE-DEV: Self-Improving Tool Learning via Decomposition and EVolution X. Huang Weiwen Liu Xingshan Zeng Y. Huang Xinlong Hao ... Yirong Zeng Chuhan Wu Yuxiang Wang R. Tang Defu Lian KELM 31 0 0 12 May 2025
Synthetic Code Surgery: Repairing Bugs and Vulnerabilities with LLMs and Synthetic Data David de-Fitero-Dominguez Antonio Garcia-Cabot Eva García-López SyDa 68 0 0 12 May 2025
REFINE-AF: A Task-Agnostic Framework to Align Language Models via Self-Generated Instructions using Reinforcement Learning from Automated Feedback Aniruddha Roy Pretam Ray Abhilash Nandy Somak Aditya Pawan Goyal ALM 34 0 0 10 May 2025
Camera Control at the Edge with Language Models for Scene Understanding Alexiy Buynitsky Sina Ehsani Bhanu Pallakonda Pragyana Mishra VLM 37 0 0 09 May 2025
RICo: Refined In-Context Contribution for Automatic Instruction-Tuning Data Selection Yixin Yang Qingxiu Dong Linli Yao Fangwei Zhu Zhifang Sui 48 0 0 08 May 2025
LLAMAPIE: Proactive In-Ear Conversation Assistants Tuochao Chen Nicholas Batchelder Alisa Liu Noah A. Smith Shyamnath Gollakota 128 0 0 07 May 2025
ABKD: Pursuing a Proper Allocation of the Probability Mass in Knowledge Distillation via $α$ - $β$ -Divergence Guanghui Wang Zhiyong Yang ziqi wang Shi Wang Qianqian Xu Q. Huang 42 0 0 07 May 2025
Bounding Box-Guided Diffusion for Synthesizing Industrial Images and Segmentation Map Alessandro Simoni Francesco Pelosin 51 0 0 06 May 2025
Improving Model Alignment Through Collective Intelligence of Open-Source LLMS Junlin Wang Roy Xie Shang Zhu Jue Wang Ben Athiwaratkun Bhuwan Dhingra S. Song Ce Zhang James Y. Zou ALM 31 0 0 05 May 2025
A Survey on Progress in LLM Alignment from the Perspective of Reward Design Miaomiao Ji Yanqiu Wu Zhibin Wu Shoujin Wang Jian Yang Mark Dras Usman Naseem 39 0 0 05 May 2025
Colombian Waitresses y Jueces canadienses: Gender and Country Biases in Occupation Recommendations from LLMs Elisa Forcada Rodríguez Olatz Perez-de-Viñaspre Jon Ander Campos Dietrich Klakow Vagrant Gautam 29 0 0 05 May 2025
What do Language Model Probabilities Represent? From Distribution Estimation to Response Prediction Eitan Wagner Omri Abend 36 0 0 04 May 2025
Steering Large Language Models with Register Analysis for Arbitrary Style Transfer Xinchen Yang Marine Carpuat LLMSV 169 0 0 01 May 2025
Iterative Tool Usage Exploration for Multimodal Agents via Step-wise Preference Tuning Pengxiang Li Zhi Gao Bofei Zhang Yapeng Mi Xiaojian Ma ... Tao Yuan Yuwei Wu Yunde Jia Song-Chun Zhu Qing Li LLMAG 70 0 0 30 Apr 2025
TF1-EN-3M: Three Million Synthetic Moral Fables for Training Small, Open Language Models Mihai Nadas Laura Diosan Andrei Piscoran Andreea Tomescu VGen 57 0 0 29 Apr 2025
Graph of Attacks: Improved Black-Box and Interpretable Jailbreaks for LLMs Mohammad Akbar-Tajari Mohammad Taher Pilehvar Mohammad Mahmoody AAML 46 0 0 26 Apr 2025
Toward Generalizable Evaluation in the LLM Era: A Survey Beyond Benchmarks Yixin Cao Shibo Hong Zhaoxin Fan Jiahao Ying Yubo Ma ... Juanzi Li Aixin Sun Xuanjing Huang Tat-Seng Chua Tianwei Zhang ALM ELM 86 1 0 26 Apr 2025
E-InMeMo: Enhanced Prompting for Visual In-Context Learning Jiahao Zhang Bowen Wang Hong Liu Liangzhi Li Yuta Nakashima Hajime Nagahara VLM 104 0 0 25 Apr 2025
Safety in Large Reasoning Models: A Survey Cheng Wang Lingjuan Lyu B. Li Duzhen Zhang Z. Li Junfeng Fang Bryan Hooi LRM 151 1 0 24 Apr 2025
WebEvolver: Enhancing Web Agent Self-Improvement with Coevolving World Model Tianqing Fang H. M. Zhang Z. Zhang Kaixin Ma W. Yu Haitao Mi Dong Yu LLMAG KELM 159 0 0 23 Apr 2025
Instruction-Tuning Data Synthesis from Scratch via Web Reconstruction Yuxin Jiang Y. Wang Chuhan Wu Xinyi Dai Yan Xu ... Y. Wang Xin Jiang Lifeng Shang R. Tang Luu Anh Tuan 31 0 0 22 Apr 2025
Roll the dice & look before you leap: Going beyond the creative limits of next-token prediction Vaishnavh Nagarajan Chen Henry Wu Charles Ding Aditi Raghunathan 36 0 0 21 Apr 2025
EducationQ: Evaluating LLMs' Teaching Capabilities Through Multi-Agent Dialogue Framework Yao Shi Rongkeng Liang Yong Xu LLMAG AI4Ed ELM 62 0 0 21 Apr 2025
Think2SQL: Reinforce LLM Reasoning Capabilities for Text2SQL Simone Papicchio Simone Rossi Luca Cagliero Paolo Papotti ReLM LMTD AI4TS LRM 53 0 0 21 Apr 2025
SWE-Synth: Synthesizing Verifiable Bug-Fix Data to Enable Large Language Models in Resolving Real-World Bugs Minh V.T. Pham Huy N. Phan Hoang N. Phan Cuong Le Chi T. Nguyen Nghi D. Q. Bui SyDa 26 0 0 20 Apr 2025
A Framework for Benchmarking and Aligning Task-Planning Safety in LLM-Based Embodied Agents Yuting Huang Leilei Ding Zhipeng Tang Tianfu Wang Xinrui Lin W. Zhang Mingxiao Ma Yanyong Zhang LLMAG 37 0 0 20 Apr 2025
PROMPTEVALS: A Dataset of Assertions and Guardrails for Custom Production Large Language Model Pipelines Reya Vir Shreya Shankar Harrison Chase Will Fu-Hinthorn Aditya G. Parameswaran AI4TS 32 0 0 20 Apr 2025
Direct Advantage Regression: Aligning LLMs with Online AI Reward Li He He Zhao Stephen Wan Dadong Wang Lina Yao Tongliang Liu 29 0 0 19 Apr 2025
MAIN: Mutual Alignment Is Necessary for instruction tuning Fanyi Yang Jianfeng Liu X. Zhang Haoyu Liu Xixin Cao Yuefeng Zhan H. Sun Weiwei Deng Feng Sun Qi Zhang ALM 25 0 0 17 Apr 2025
Data-efficient LLM Fine-tuning for Code Generation Weijie Lv X. Xia Sheng-Jun Huang ALM SyDa 41 0 0 17 Apr 2025
Scaling Instruction-Tuned LLMs to Million-Token Contexts via Hierarchical Synthetic Data Generation Linda He Jue Wang Maurice Weber Shang Zhu Ben Athiwaratkun Ce Zhang SyDa LRM 44 1 0 17 Apr 2025
UI-E2I-Synth: Advancing GUI Grounding with Large-Scale Instruction Synthesis Xinyi Liu Xiaoyi Zhang Ziyun Zhang Yan Lu 39 0 0 15 Apr 2025
A Dual-Space Framework for General Knowledge Distillation of Large Language Models X. Zhang Songming Zhang Yunlong Liang Fandong Meng Yufeng Chen Jinan Xu Jie Zhou 19 0 0 15 Apr 2025
Learning from Reference Answers: Versatile Language Model Alignment without Binary Human Preference Data Shuai Zhao Linchao Zhu Yi Yang 39 1 0 14 Apr 2025
Executable Functional Abstractions: Inferring Generative Programs for Advanced Math Problems Zaid Khan Elias Stengel-Eskin Archiki Prasad Jaemin Cho Joey Tianyi Zhou 29 0 0 14 Apr 2025
A Comprehensive Survey of Reward Models: Taxonomy, Applications, Challenges, and Future Jialun Zhong Wei Shen Yanzeng Li Songyang Gao Hua Lu Yicheng Chen Yang Zhang Wei Zhou Jinjie Gu Lei Zou LRM 45 2 0 12 Apr 2025
Long Context In-Context Compression by Getting to the Gist of Gisting Aleksandar Petrov Mark Sandler A. Zhmoginov Nolan Miller Max Vladymyrov 27 0 0 11 Apr 2025
Learning Long Short-Term Intention within Human Daily Behaviors Zhe Sun Rujie Wu Xiaodong Yang Hongzhao Xie Haiyan Jiang Junda Bi Zhenliang Zhang 34 0 0 10 Apr 2025
Cat, Rat, Meow: On the Alignment of Language Model and Human Term-Similarity Judgments Lorenz Linhardt Tom Neuhäuser Lenka Tětková Oliver Eberle ALM AI4TS 42 0 0 10 Apr 2025
VL-Rethinker: Incentivizing Self-Reflection of Vision-Language Models with Reinforcement Learning Haozhe Wang C. Qu Zuming Huang Wei Chu Fangzhen Lin Wenhu Chen OffRL ReLM SyDa LRM VLM 72 1 0 10 Apr 2025
CAReDiO: Cultural Alignment of LLM via Representativeness and Distinctiveness Guided Data Optimization Jing Yao Xiaoyuan Yi Jindong Wang Zhicheng Dou Xing Xie 28 0 0 09 Apr 2025
MDIT: A Model-free Data Interpolation Method for Diverse Instruction Tuning Yangning Li Zihua Lan Lv Qingsong Yinghui Li Hai-Tao Zheng 31 0 0 09 Apr 2025