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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Title
CAReDiO: Cultural Alignment of LLM via Representativeness and Distinctiveness Guided Data Optimization Jing Yao Xiaoyuan Yi Jindong Wang Zhao Cao Xing Xie 31 0 0 09 Apr 2025
SkillWeaver: Web Agents can Self-Improve by Discovering and Honing Skills Boyuan Zheng Michael Y. Fatemi Xiaolong Jin Zhilin Wang Apurva Gandhi ... Yu Gu Jayanth Srinivasa Gaowen Liu Graham Neubig Yu Su CLL 41 1 0 09 Apr 2025
OpenCodeInstruct: A Large-scale Instruction Tuning Dataset for Code LLMs Wasi Uddin Ahmad Aleksander Ficek Mehrzad Samadi Jocelyn Huang Vahid Noroozi Somshubra Majumdar Boris Ginsburg ALM 42 1 0 05 Apr 2025
JarvisIR: Elevating Autonomous Driving Perception with Intelligent Image Restoration Yunlong Lin Zixu Lin Haoyu Chen Panwang Pan C. Li Sixiang Chen Yeying Jin W. J. Li Xinghao Ding 25 1 0 05 Apr 2025
A Benchmark for End-to-End Zero-Shot Biomedical Relation Extraction with LLMs: Experiments with OpenAI Models Aviv Brokman Xuguang Ai Yuhang Jiang Shashank Gupta Ramakanth Kavuluru SyDa LM&MA 32 0 0 05 Apr 2025
Enhancing Chart-to-Code Generation in Multimodal Large Language Models via Iterative Dual Preference Learning Zhihan Zhang Yixin Cao Lizi Liao 28 0 0 03 Apr 2025
A Survey of Large Language Models in Mental Health Disorder Detection on Social Media Zhuohan Ge Nicole Hu Darian Li Yubo Wang Shihao Qi Yuming Xu Han Shi J. Zhang AI4MH 63 0 0 03 Apr 2025
OpenCodeReasoning: Advancing Data Distillation for Competitive Coding Wasi Uddin Ahmad Sean Narenthiran Somshubra Majumdar Aleksander Ficek Siddhartha Jain Jocelyn Huang Vahid Noroozi Boris Ginsburg LRM 55 3 0 02 Apr 2025
GraphMaster: Automated Graph Synthesis via LLM Agents in Data-Limited Environments Enjun Du Xunkai Li Tian Jin Zhihan Zhang R. Li Guoren Wang 40 0 0 01 Apr 2025
Collaborative LLM Numerical Reasoning with Local Data Protection Min Zhang Yuzhe Lu Yun Zhou Panpan Xu Lin Lee Cheong Chang-Tien Lu Haozhu Wang 55 0 0 01 Apr 2025
Building Instruction-Tuning Datasets from Human-Written Instructions with Open-Weight Large Language Models Youmi Ma Sakae Mizuki Kazuki Fujii Taishi Nakamura Masanari Ohi ... Takumi Okamoto Shigeki Ishida Rio Yokota Hiroya Takamura Naoaki Okazaki ALM 56 0 0 31 Mar 2025
Order Independence With Finetuning Katrina Brown Reid McIlroy 35 0 0 30 Mar 2025
XL-Instruct: Synthetic Data for Cross-Lingual Open-Ended Generation Vivek Iyer Ricardo Rei Pinzhen Chen Alexandra Birch SyDa LM&MA 70 0 0 29 Mar 2025
Learning to Instruct for Visual Instruction Tuning Zhihan Zhou Feng Hong Jiaan Luo Jiangchao Yao Dongsheng Li Bo Han Yinger Zhang Yanfeng Wang VLM 66 0 0 28 Mar 2025
Embodied-Reasoner: Synergizing Visual Search, Reasoning, and Action for Embodied Interactive Tasks Weixi Zhang Mengna Wang Gangao Liu Xu Huixin Yiwei Jiang ... Hang Zhang Xin Li Weiming Lu Peng Li Y. Zhuang LM&Ro LRM 72 3 0 27 Mar 2025
3DGen-Bench: Comprehensive Benchmark Suite for 3D Generative Models Yinger Zhang Mengchen Zhang Tong Wu Tengfei Wang Gordon Wetzstein Dahua Lin Ziwei Liu ELM 79 0 0 27 Mar 2025
Boosting Large Language Models with Mask Fine-Tuning M. Zhang Yue Bai Huan Wang Yizhou Wang Qihua Dong Y. Fu CLL 53 0 0 27 Mar 2025
A Survey of Efficient Reasoning for Large Reasoning Models: Language, Multimodality, and Beyond Xiaoye Qu Yafu Li Zhaochen Su Weigao Sun Jianhao Yan ... Chaochao Lu Yue Zhang Xian-Sheng Hua Bowen Zhou Yu Cheng ReLM OffRL LRM 88 16 0 27 Mar 2025
R-PRM: Reasoning-Driven Process Reward Modeling Shuaijie She Junxiao Liu Yifeng Liu Jiajun Chen Xin Huang Shujian Huang LRM 36 2 0 27 Mar 2025
GAPO: Learning Preferential Prompt through Generative Adversarial Policy Optimization Zhouhong Gu Xingzhou Chen Xiaoran Shi Tao Wang Suhang Zheng Tianyu Li Hongwei Feng Yanghua Xiao 78 0 0 26 Mar 2025
Scaling Laws of Synthetic Data for Language Models Zeyu Qin Qingxiu Dong Xingxing Zhang Li Dong Xiaolong Huang ... Hany Awadalla Yi R. Fung Weizhu Chen Minhao Cheng Furu Wei SyDa 75 2 0 25 Mar 2025
Won: Establishing Best Practices for Korean Financial NLP Guijin Son Hyunwoo Ko Haneral Jung Chami Hwang 49 0 0 23 Mar 2025
A Survey on Personalized Alignment -- The Missing Piece for Large Language Models in Real-World Applications Jian-Yu Guan Jian Wu J. Li Chuanqi Cheng Wei Yu Wu LM&MA 74 0 0 21 Mar 2025
When Words Outperform Vision: VLMs Can Self-Improve Via Text-Only Training For Human-Centered Decision Making Zhe Hu Jing Li Yu Yin VLM 66 0 0 21 Mar 2025
TreeSynth: Synthesizing Diverse Data from Scratch via Tree-Guided Subspace Partitioning Sheng Wang Pengan Chen Jingqi Zhou Qintong Li Jingwei Dong Jiahui Gao Boyang Xue Jiyue Jiang Lingpeng Kong Chuan Wu SyDa 66 0 0 21 Mar 2025
Sparse Logit Sampling: Accelerating Knowledge Distillation in LLMs Anshumann Mohd Abbas Zaidi Akhil Kedia Jinwoo Ahn Taehwak Kwon Kangwook Lee Haejun Lee Joohyung Lee FedML 176 1 0 21 Mar 2025
Grammar and Gameplay-aligned RL for Game Description Generation with LLMs Tsunehiko Tanaka Edgar Simo-Serra 48 0 0 20 Mar 2025
Survey on Evaluation of LLM-based Agents Asaf Yehudai Lilach Eden Alan Li Guy Uziel Yilun Zhao Roy Bar-Haim Arman Cohan Michal Shmueli-Scheuer LLMAG ELM Presented at ResearchTrend Connect \| LLMAG on 07 May 2025 95 7 0 20 Mar 2025
InCo-DPO: Balancing Distribution Shift and Data Quality for Enhanced Preference Optimization Yunan Wang Jijie Li Bo Zhang Liangdong Wang Guang Liu 63 0 0 20 Mar 2025
ConSCompF: Consistency-focused Similarity Comparison Framework for Generative Large Language Models Alexey Karev Dong Xu 58 0 0 18 Mar 2025
Synthetic Clarification and Correction Dialogues about Data-Centric Tasks -- A Teacher-Student Approach Christian Poelitz Nick McKenna 46 1 0 18 Mar 2025
Synthetic Data Generation Using Large Language Models: Advances in Text and Code Mihai Nadas Laura Diosan Andreea Tomescu SyDa 72 0 0 18 Mar 2025
Token-Level Uncertainty-Aware Objective for Language Model Post-Training Tingkai Liu Ari S. Benjamin Anthony M. Zador 47 0 0 15 Mar 2025
D3: Diversity, Difficulty, and Dependability-Aware Data Selection for Sample-Efficient LLM Instruction Tuning Jia Zhang Chen-Xi Zhang Yong Liu Yi-Xuan Jin Xiao-Wen Yang Bo Zheng Yijia Liu Lan-Zhe Guo 47 2 0 14 Mar 2025
TigerLLM -- A Family of Bangla Large Language Models Nishat Raihan Marcos Zampieri 48 0 0 14 Mar 2025
Open3DVQA: A Benchmark for Comprehensive Spatial Reasoning with Multimodal Large Language Model in Open Space Weichen Zhan Zile Zhou Zhiheng Zheng Chen Gao Jinqiang Cui Yongqian Li Xinlei Chen Xiao-Ping Zhang LRM 63 1 0 14 Mar 2025
Advanced Tool Learning and Selection System (ATLASS): A Closed-Loop Framework Using LLM Mohd Ariful Haque Justin Williams Sunzida Siddique Md. Hujaifa Islam Hasmot Ali Kishor Datta Gupta Roy George 65 0 0 13 Mar 2025
PiSA: A Self-Augmented Data Engine and Training Strategy for 3D Understanding with Large Models Zilu Guo Hongbin Lin Zhihao Yuan C. Zheng Pengshuo Qiu Dongzhi Jiang Renrui Zhang Chun-Mei Feng Zhen Li MLLM 3DV 87 1 0 13 Mar 2025
MindGYM: Enhancing Vision-Language Models via Synthetic Self-Challenging Questions Zhe Xu Daoyuan Chen Zhenqing Ling Yaliang Li Ying Shen ReLM SyDa LRM 55 0 0 12 Mar 2025
Teaching LLMs How to Learn with Contextual Fine-Tuning Younwoo Choi Muhammad Adil Asif Ziwen Han John Willes Rahul G. Krishnan LRM 36 0 0 12 Mar 2025
Measure Twice, Cut Once: Grasping Video Structures and Event Semantics with LLMs for Video Temporal Localization Zongshang Pang Mayu Otani Yuta Nakashima 58 0 0 12 Mar 2025
Plan-and-Act: Improving Planning of Agents for Long-Horizon Tasks Lutfi Eren Erdogan Nicholas Lee Sehoon Kim Suhong Moon Hiroki Furuta Gopala Anumanchipalli Kemal Kurniawan Amir Gholami LLMAG LM&Ro AIFin 78 2 0 12 Mar 2025
Oasis: One Image is All You Need for Multimodal Instruction Data Synthesis Letian Zhang Quan Cui Bingchen Zhao Cheng Yang MLLM SyDa 54 0 0 11 Mar 2025
AI-native Memory 2.0: Second Me Jiale Wei Xiang Ying Tao Gao Fangyi Bao Felix Tao Jingbo Shang 59 1 0 11 Mar 2025
Boosting the Generalization and Reasoning of Vision Language Models with Curriculum Reinforcement Learning Huilin Deng Ding Zou Rui Ma Hongchen Luo Yang Cao Yu Kang LRM VLM 57 8 0 10 Mar 2025
DistiLLM-2: A Contrastive Approach Boosts the Distillation of LLMs Jongwoo Ko Tianyi Chen Sungnyun Kim Tianyu Ding Luming Liang Ilya Zharkov Se-Young Yun VLM 168 0 0 10 Mar 2025
Dr Genre: Reinforcement Learning from Decoupled LLM Feedback for Generic Text Rewriting Yufei Li John Nham Ganesh Jawahar Lei Shu David C. Uthus Yun-hsuan Sung Chengrun Yang Itai Rolnick Yi Qiao Cong Liu OffRL 65 0 0 09 Mar 2025
Knowledge Updating? No More Model Editing! Just Selective Contextual Reasoning Guoxiu He Xin Song Aixin Sun KELM 68 3 0 07 Mar 2025
SplatPose: Geometry-Aware 6-DoF Pose Estimation from Single RGB Image via 3D Gaussian Splatting Linqi Yang Xiongwei Zhao Qihao Sun Ke Wang Ao Chen Peng Kang 3DGS 83 2 0 07 Mar 2025
Chart-HQA: A Benchmark for Hypothetical Question Answering in Charts Xiangnan Chen Yuancheng Fang Qian Xiao Juncheng Billy Li J. Lin Siliang Tang Yi Yang Yueting Zhuang 70 0 0 06 Mar 2025