A Preliminary Study of the Intrinsic Relationship between Complexity and
Alignment

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A Preliminary Study of the Intrinsic Relationship between Complexity and Alignment

10 August 2023

Fei Huang

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Papers citing "A Preliminary Study of the Intrinsic Relationship between Complexity and Alignment"

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Title
Stratified Selective Sampling for Instruction Tuning with Dedicated Scoring Strategy Paramita Mirza Lucas Weber Fabian Küch 51 0 0 28 May 2025
HBO: Hierarchical Balancing Optimization for Fine-Tuning Large Language Models Weixuan Wang Minghao Wu Barry Haddow Alexandra Birch 148 0 0 18 May 2025
MDIT: A Model-free Data Interpolation Method for Diverse Instruction Tuning Yangning Li Zihua Lan Lv Qingsong Hai-Tao Zheng Hai-Tao Zheng 113 0 0 09 Apr 2025
Advancing MAPF towards the Real World: A Scalable Multi-Agent Realistic Testbed (SMART) Jingtian Yan Zhifei Li William Kang Yulun Zhang Stephen Smith Jiaoyang Li 133 0 0 03 Mar 2025
Intelligence at the Edge of Chaos Sifan Wang Aakash Patel S. Rizvi Nianchen Liu Shiyang Zhang Amin Karbasi E. Zappala David van Dijk 96 6 0 03 Oct 2024
A Survey on Data Selection for LLM Instruction Tuning Bolin Zhang Jiahao Wang Qianlong Du Jiajun Zhang Zhiying Tu Dianhui Chu 103 48 0 04 Feb 2024
What Makes Good Data for Alignment? A Comprehensive Study of Automatic Data Selection in Instruction Tuning Wei Liu Weihao Zeng Keqing He Yong Jiang Junxian He ALM 135 239 0 25 Dec 2023
WizardCoder: Empowering Code Large Language Models with Evol-Instruct Ziyang Luo Can Xu Pu Zhao Qingfeng Sun Xiubo Geng Wenxiang Hu Chongyang Tao Jing Ma Qingwei Lin Daxin Jiang ELM SyDa ALM 217 698 0 14 Jun 2023