Low-Redundant Optimization for Large Language Model Alignment

Low-Redundant Optimization for Large Language Model Alignment

18 June 2024

Zhipeng Chen

Kun Zhou

Wayne Xin Zhao

Ji-Rong Wen

Papers citing "Low-Redundant Optimization for Large Language Model Alignment"

7 / 7 papers shown

Title
Extracting and Transferring Abilities For Building Multi-lingual Ability-enhanced Large Language Models Zhipeng Chen Liang Song K. Zhou Wayne Xin Zhao B. Wang Weipeng Chen Ji-Rong Wen 57 0 0 10 Oct 2024
Bridging and Modeling Correlations in Pairwise Data for Direct Preference Optimization Yuxin Jiang Bo Huang Yufei Wang Xingshan Zeng Liangyou Li Yasheng Wang Xin Jiang Lifeng Shang Ruiming Tang Wei Wang 40 5 0 14 Aug 2024
Does Fine-Tuning LLMs on New Knowledge Encourage Hallucinations? Zorik Gekhman G. Yona Roee Aharoni Matan Eyal Amir Feder Roi Reichart Jonathan Herzig 46 98 0 09 May 2024
Negative Preference Optimization: From Catastrophic Collapse to Effective Unlearning Ruiqi Zhang Licong Lin Yu Bai Song Mei MU 56 124 0 08 Apr 2024
LESS: Selecting Influential Data for Targeted Instruction Tuning Mengzhou Xia Sadhika Malladi Suchin Gururangan Sanjeev Arora Danqi Chen 68 180 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
Did Aristotle Use a Laptop? A Question Answering Benchmark with Implicit Reasoning Strategies Mor Geva Daniel Khashabi Elad Segal Tushar Khot Dan Roth Jonathan Berant RALM 242 460 0 06 Jan 2021