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Self-Instruct: Aligning Language Models with Self-Generated Instructions

20 December 2022

Daniel Khashabi

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Papers citing "Self-Instruct: Aligning Language Models with Self-Generated Instructions"

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Title
AlpacaFarm: A Simulation Framework for Methods that Learn from Human Feedback Yann Dubois Xuechen Li Rohan Taori Tianyi Zhang Ishaan Gulrajani Jimmy Ba Carlos Guestrin Percy Liang Tatsunori B. Hashimoto ALM 152 608 0 22 May 2023
InheritSumm: A General, Versatile and Compact Summarizer by Distilling from GPT Yichong Xu Ruochen Xu Dan Iter Yang Liu Shuohang Wang Chenguang Zhu Michael Zeng 50 10 0 22 May 2023
Lion: Adversarial Distillation of Proprietary Large Language Models Yuxin Jiang Chunkit Chan Yin Hua Wei Wang ALM 108 25 0 22 May 2023
Self-Agreement: A Framework for Fine-tuning Language Models to Find Agreement among Diverse Opinions Shiyao Ding Takayuki Ito SyDa 35 7 0 19 May 2023
Interpretability at Scale: Identifying Causal Mechanisms in Alpaca Zhengxuan Wu Atticus Geiger Thomas Icard Christopher Potts Noah D. Goodman MILM 87 93 0 15 May 2023
CodeT5+: Open Code Large Language Models for Code Understanding and Generation Yue Wang Hung Le Akhilesh Deepak Gotmare Nghi D. Q. Bui Junnan Li Steven C. H. Hoi ALM 126 502 0 13 May 2023
InstructBLIP: Towards General-purpose Vision-Language Models with Instruction Tuning Wenliang Dai Junnan Li Dongxu Li A. M. H. Tiong Junqi Zhao Weisheng Wang Boyang Albert Li Pascale Fung Steven C. H. Hoi MLLM VLM 232 2,101 0 11 May 2023
The Current State of Summarization Fabian Retkowski 78 6 0 08 May 2023
Influence of External Information on Large Language Models Mirrors Social Cognitive Patterns Ning Bian Hongyu Lin Peilin Liu Yaojie Lu Chunkang Zhang Xianpei Han Xianpei Han Le Sun 78 14 0 08 May 2023
Personalized Abstractive Summarization by Tri-agent Generation Pipeline Md Aminul Haque Palash Sourav Saha Faria Afrin Pengcheng He 108 3 0 04 May 2023
mPLUG-Owl: Modularization Empowers Large Language Models with Multimodality Qinghao Ye Haiyang Xu Guohai Xu Jiabo Ye Ming Yan ... Junfeng Tian Qiang Qi Ji Zhang Feiyan Huang Jingren Zhou VLM MLLM 311 956 0 27 Apr 2023
Phoenix: Democratizing ChatGPT across Languages Zhihong Chen Feng Jiang Junying Chen Tiannan Wang Fei Yu ... Zhiyi Zhang Jianquan Li Xiang Wan Benyou Wang Haizhou Li ALM 87 38 0 20 Apr 2023
RAFT: Reward rAnked FineTuning for Generative Foundation Model Alignment Hanze Dong Wei Xiong Deepanshu Goyal Yihan Zhang Winnie Chow Boyao Wang Shizhe Diao Jipeng Zhang Kashun Shum Tong Zhang ALM 153 470 0 13 Apr 2023
RRHF: Rank Responses to Align Language Models with Human Feedback without tears Zheng Yuan Hongyi Yuan Chuanqi Tan Wei Wang Songfang Huang Feiran Huang ALM 183 385 0 11 Apr 2023
LLM-Adapters: An Adapter Family for Parameter-Efficient Fine-Tuning of Large Language Models Zhiqiang Hu Lei Wang Yihuai Lan Wanyu Xu Ee-Peng Lim Lidong Bing Xing Xu Soujanya Poria Roy Ka-wei Lee ALM 164 274 0 04 Apr 2023
LLMMaps -- A Visual Metaphor for Stratified Evaluation of Large Language Models Patrik Puchert Poonam Poonam Christian van Onzenoodt Timo Ropinski 64 9 0 02 Apr 2023
HuggingGPT: Solving AI Tasks with ChatGPT and its Friends in Hugging Face Yongliang Shen Kaitao Song Xu Tan Dongsheng Li Weiming Lu Yueting Zhuang MLLM 149 913 0 30 Mar 2023
DialogPaint: A Dialog-based Image Editing Model Jingxuan Wei Shiyu Wu Xin Jiang Yequan Wang KELM DiffM 82 5 0 17 Mar 2023
Personalisation within bounds: A risk taxonomy and policy framework for the alignment of large language models with personalised feedback Hannah Rose Kirk Bertie Vidgen Paul Röttger Scott A. Hale 106 107 0 09 Mar 2023
Streaming Kernel PCA Algorithm With Small Space Yichuan Deng Zhao Song Zifan Wang Hangke Zhang 114 4 0 08 Mar 2023
Complex QA and language models hybrid architectures, Survey Xavier Daull P. Bellot Emmanuel Bruno Vincent Martin Elisabeth Murisasco ELM 212 16 0 17 Feb 2023
A Survey on In-context Learning Qingxiu Dong Lei Li Damai Dai Ce Zheng Jingyuan Ma ... Zhiyong Wu Baobao Chang Xu Sun Lei Li Zhifang Sui ReLM AIMat 155 547 0 31 Dec 2022
JASMINE: Arabic GPT Models for Few-Shot Learning El Moatez Billah Nagoudi Muhammad Abdul-Mageed AbdelRahim Elmadany Alcides Alcoba Inciarte Md. Tawkat Islam Khondaker 77 8 0 21 Dec 2022
A Survey on Natural Language Processing for Programming Qingfu Zhu Xianzhen Luo Fang Liu Cuiyun Gao Wanxiang Che 74 3 0 12 Dec 2022
HELP ME THINK: A Simple Prompting Strategy for Non-experts to Create Customized Content with Models Swaroop Mishra E. Nouri LRM 125 27 0 17 Aug 2022