Automatic Instruction Evolving for Large Language Models

Automatic Instruction Evolving for Large Language Models

2 June 2024

Papers citing "Automatic Instruction Evolving for Large Language Models"

10 / 10 papers shown

Title
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 47 1 0 17 Apr 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
The Best Instruction-Tuning Data are Those That Fit Dylan Zhang Qirun Dai Hao Peng ALM 117 3 0 06 Feb 2025
Learning from "Silly" Questions Improves Large Language Models, But Only Slightly Tingyuan Zhu Shudong Liu Yidong Wang Derek F. Wong Han Yu T. Shinozaki Jindong Wang ALM LRM 77 0 0 21 Nov 2024
Unleashing Reasoning Capability of LLMs via Scalable Question Synthesis from Scratch Yuyang Ding Xinyu Shi Xiaobo Liang Juntao Li Qiaoming Zhu Min Zhang ELM AIMat SyDa LRM 28 8 0 24 Oct 2024
Innovative Thinking, Infinite Humor: Humor Research of Large Language Models through Structured Thought Leaps Han Wang Yilin Zhao Dian Li Xiaohan Wang Gang Liu Xuguang Lan Haoran Wang LRM 45 1 0 14 Oct 2024
Understand What LLM Needs: Dual Preference Alignment for Retrieval-Augmented Generation Guanting Dong Yutao Zhu Chenghao Zhang Zechen Wang Zhicheng Dou Ji-Rong Wen RALM 44 10 0 26 Jun 2024
Self-Consistency Improves Chain of Thought Reasoning in Language Models Xuezhi Wang Jason W. Wei Dale Schuurmans Quoc Le Ed H. Chi Sharan Narang Aakanksha Chowdhery Denny Zhou ReLM BDL LRM AI4CE 314 3,248 0 21 Mar 2022
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
ZeRO-Offload: Democratizing Billion-Scale Model Training Jie Ren Samyam Rajbhandari Reza Yazdani Aminabadi Olatunji Ruwase Shuangyang Yang Minjia Zhang Dong Li Yuxiong He MoE 177 414 0 18 Jan 2021