G-DIG: Towards Gradient-based Diverse and High-quality Instruction Data Selection for Machine Translation

21 May 2024

Papers citing "G-DIG: Towards Gradient-based Diverse and High-quality Instruction Data Selection for Machine Translation"

9 / 9 papers shown

Title
ICon: In-Context Contribution for Automatic Data Selection Yixin Yang Qingxiu Dong Linli Yao Fangwei Zhu Zhifang Sui 41 0 0 08 May 2025
RAISE: Reinforenced Adaptive Instruction Selection For Large Language Models Lv Qingsong Yangning Li Zihua Lan Zishan Xu Jiwei Tang Yinghui Li Wenhao Jiang Hai-tao Zheng Philip S. Yu 30 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 25 0 0 09 Apr 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 58 0 0 21 Mar 2025
Teaching LLMs According to Their Aptitude: Adaptive Reasoning for Mathematical Problem Solving Xin Xu Yan Xu Tianhao Chen Yuchen Yan Chengwu Liu ... Y. Wang Yichun Yin Y. Wang Lifeng Shang Q. Liu LRM 63 2 0 17 Feb 2025
Ensembles of Low-Rank Expert Adapters Yinghao Li Vianne Gao Chao Zhang MohamadAli Torkamani 60 0 0 31 Jan 2025
Influential Language Data Selection via Gradient Trajectory Pursuit Zhiwei Deng Tao Li Yang Li 24 1 0 22 Oct 2024
LESS: Selecting Influential Data for Targeted Instruction Tuning Mengzhou Xia Sadhika Malladi Suchin Gururangan Sanjeev Arora Danqi Chen 77 180 0 06 Feb 2024
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 301 11,730 0 04 Mar 2022