Human-Instruction-Free LLM Self-Alignment with Limited Samples

Human-Instruction-Free LLM Self-Alignment with Limited Samples

6 January 2024

Wei Shen

Papers citing "Human-Instruction-Free LLM Self-Alignment with Limited Samples"

10 / 10 papers shown

Title
Is Free Self-Alignment Possible? Dyah Adila Changho Shin Yijing Zhang Frederic Sala MoMe 141 2 0 24 Feb 2025
SALMON: Self-Alignment with Instructable Reward Models Zhiqing Sun Songlin Yang Hongxin Zhang Qinhong Zhou Zhenfang Chen David D. Cox Yiming Yang Chuang Gan ALM SyDa 77 39 0 09 Oct 2023
Reinforced Self-Training (ReST) for Language Modeling Çağlar Gülçehre T. Paine S. Srinivasan Ksenia Konyushkova L. Weerts ... Chenjie Gu Wolfgang Macherey Arnaud Doucet Orhan Firat Nando de Freitas OffRL 105 297 0 17 Aug 2023
Principle-Driven Self-Alignment of Language Models from Scratch with Minimal Human Supervision Zhiqing Sun Songlin Yang Qinhong Zhou Hongxin Zhang Zhenfang Chen David D. Cox Yiming Yang Chuang Gan SyDa ALM 70 330 0 04 May 2023
Constitutional AI: Harmlessness from AI Feedback Yuntao Bai Saurav Kadavath Sandipan Kundu Amanda Askell John Kernion ... Dario Amodei Nicholas Joseph Sam McCandlish Tom B. Brown Jared Kaplan SyDa MoMe 164 1,603 0 15 Dec 2022
Large Language Models Can Self-Improve Jiaxin Huang S. Gu Le Hou Yuexin Wu Xuezhi Wang Hongkun Yu Jiawei Han ReLM AI4MH LRM 143 606 0 20 Oct 2022
Unsupervised Cross-Task Generalization via Retrieval Augmentation Bill Yuchen Lin Kangmin Tan Chris Miller Beiwen Tian Xiang Ren LRM RALM 53 49 0 17 Apr 2022
Memorizing Transformers Yuhuai Wu M. Rabe DeLesley S. Hutchins Christian Szegedy RALM 68 177 0 16 Mar 2022
Chain-of-Thought Prompting Elicits Reasoning in Large Language Models Jason W. Wei Xuezhi Wang Dale Schuurmans Maarten Bosma Brian Ichter F. Xia Ed H. Chi Quoc Le Denny Zhou LM&Ro LRM AI4CE ReLM 681 9,267 0 28 Jan 2022
Finetuned Language Models Are Zero-Shot Learners Jason W. Wei Maarten Bosma Vincent Zhao Kelvin Guu Adams Wei Yu Brian Lester Nan Du Andrew M. Dai Quoc V. Le ALM UQCV 104 3,723 0 03 Sep 2021