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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
Semantic Gesticulator: Semantics-Aware Co-Speech Gesture Synthesis Zeyi Zhang Tenglong Ao Yuyao Zhang Qingzhe Gao Chuan Lin Baoquan Chen Libin Liu SLR 75 17 0 16 May 2024
NIFTY Financial News Headlines Dataset Raeid Saqur Ken Kato Nicholas Vinden Frank Rudzicz AIFin 68 1 0 16 May 2024
HumanRankEval: Automatic Evaluation of LMs as Conversational Assistants Milan Gritta Gerasimos Lampouras Ignacio Iacobacci ALM 64 2 0 15 May 2024
Lifelong Knowledge Editing for LLMs with Retrieval-Augmented Continuous Prompt Learning Qizhou Chen Taolin Zhang Xiaofeng He Dongyang Li Chengyu Wang Longtao Huang Hui Xue CLL KELM 112 15 0 06 May 2024
HFT: Half Fine-Tuning for Large Language Models Tingfeng Hui Zhenyu Zhang Shuohuan Wang Weiran Xu Yu Sun Hua Wu CLL 101 7 0 29 Apr 2024
Personalized Wireless Federated Learning for Large Language Models Feibo Jiang Li Dong Siwei Tu Yubo Peng Kezhi Wang Kun Yang Cunhua Pan Dusit Niyato 104 13 0 20 Apr 2024
TextSquare: Scaling up Text-Centric Visual Instruction Tuning Jingqun Tang Chunhui Lin Zhen Zhao Shubo Wei Binghong Wu ... Yuliang Liu Xiang Bai Can Huang Xiang Bai Can Huang LRM VLM MLLM 182 30 0 19 Apr 2024
Forcing Diffuse Distributions out of Language Models Yiming Zhang Avi Schwarzschild Nicholas Carlini Zico Kolter Daphne Ippolito ALM DiffM 112 20 0 16 Apr 2024
HOI-Ref: Hand-Object Interaction Referral in Egocentric Vision Siddhant Bansal Michael Wray Dima Damen 91 3 0 15 Apr 2024
Best Practices and Lessons Learned on Synthetic Data for Language Models Ruibo Liu Jerry W. Wei Fangyu Liu Chenglei Si Yanzhe Zhang ... Steven Zheng Daiyi Peng Diyi Yang Denny Zhou Andrew M. Dai SyDa EgoV 126 96 0 11 Apr 2024
Accelerating Inference in Large Language Models with a Unified Layer Skipping Strategy Yijin Liu Fandong Meng Jie Zhou AI4CE 81 9 0 10 Apr 2024
Sample-Efficient Human Evaluation of Large Language Models via Maximum Discrepancy Competition Kehua Feng Keyan Ding Hongzhi Tan Kede Ma Zhihua Wang ... Yuzhou Cheng Ge Sun Guozhou Zheng Qiang Zhang H. Chen 126 13 0 10 Apr 2024
Verifiable by Design: Aligning Language Models to Quote from Pre-Training Data Jingyu Zhang Marc Marone Tianjian Li Benjamin Van Durme Daniel Khashabi 193 9 0 05 Apr 2024
CantTalkAboutThis: Aligning Language Models to Stay on Topic in Dialogues Makesh Narsimhan Sreedhar Traian Rebedea Shaona Ghosh Jiaqi Zeng Christopher Parisien ALM 103 6 0 04 Apr 2024
A Survey on Large Language Model-Based Game Agents Sihao Hu Tiansheng Huang Gaowen Liu Ramana Rao Kompella Gaowen Liu Selim Furkan Tekin Yichang Xu Zachary Yahn Ling Liu LLMAG LM&Ro AI4CE LM&MA 226 57 0 02 Apr 2024
Comparing Bad Apples to Good Oranges: Aligning Large Language Models via Joint Preference Optimization Hritik Bansal Ashima Suvarna Gantavya Bhatt Nanyun Peng Kai-Wei Chang Aditya Grover ALM 155 11 0 31 Mar 2024
Dialectical Alignment: Resolving the Tension of 3H and Security Threats of LLMs Shu Yang Jiayuan Su Han Jiang Mengdi Li Keyuan Cheng Muhammad Asif Ali Lijie Hu Di Wang 100 6 0 30 Mar 2024
COIG-CQIA: Quality is All You Need for Chinese Instruction Fine-tuning Yuelin Bai Xinrun Du Yiming Liang Yonggang Jin Ziqiang Liu ... Chenghua Lin Jie Fu Min Yang Shiwen Ni Ge Zhang ALM 79 37 0 26 Mar 2024
Agent-FLAN: Designing Data and Methods of Effective Agent Tuning for Large Language Models Zehui Chen Kuikun Liu Qiuchen Wang Wenwei Zhang Jiangning Liu Dahua Lin Kai-xiang Chen Feng Zhao LLMAG ALM AIFin 131 35 0 19 Mar 2024
Don't Half-listen: Capturing Key-part Information in Continual Instruction Tuning Yongquan He Wenyuan Zhang Xuancheng Huang Peng Zhang Lingxun Meng Wei Lin Wenyuan Zhang Yifu Gao CLL ALM 153 5 0 15 Mar 2024
Alignment Studio: Aligning Large Language Models to Particular Contextual Regulations Swapnaja Achintalwar Ioana Baldini Djallel Bouneffouf Joan Byamugisha Maria Chang ... P. Sattigeri Moninder Singh S. Thwala Rosario A. Uceda-Sosa Kush R. Varshney 90 5 0 08 Mar 2024
CoTBal: Comprehensive Task Balancing for Multi-Task Visual Instruction Tuning Yanqi Dai Dong Jing Nanyi Fei Zhiwu Lu Nanyi Fei Guoxing Yang Zhiwu Lu 112 3 0 07 Mar 2024
Large Language Models are In-Context Molecule Learners Jiatong Li Wei Liu Zhihao Ding Wenqi Fan Yuqiang Li Qing Li 120 6 0 07 Mar 2024
CoGenesis: A Framework Collaborating Large and Small Language Models for Secure Context-Aware Instruction Following Kaiyan Zhang Jianyu Wang Ermo Hua Biqing Qi Ning Ding Bowen Zhou SyDa 121 22 0 05 Mar 2024
Semi-Instruct: Bridging Natural-Instruct and Self-Instruct for Code Large Language Models Xianzhen Luo Qingfu Zhu Zhiming Zhang Xu Wang Qing Yang Dongliang Xu Wanxiang Che ALM 71 2 0 01 Mar 2024
Standardizing the Measurement of Text Diversity: A Tool and a Comparative Analysis of Scores Chantal Shaib Joe Barrow Jiuding Sun Alexa F. Siu Byron C. Wallace A. Nenkova 184 38 0 01 Mar 2024
Functional Benchmarks for Robust Evaluation of Reasoning Performance, and the Reasoning Gap Saurabh Srivastava B. AnnaroseM V. AntoP Shashank Menon Ajay Sukumar T. AdwaithSamod Alan Philipose Stevin Prince Sooraj Thomas ELM ReLM LRM 79 56 0 29 Feb 2024
Prediction-Powered Ranking of Large Language Models Ivi Chatzi Eleni Straitouri Suhas Thejaswi Manuel Gomez Rodriguez ALM 127 9 0 27 Feb 2024
Diffusion Model-Based Image Editing: A Survey Yi Huang Jiancheng Huang Yifan Liu Mingfu Yan Jiaxi Lv Jianzhuang Liu Wei Xiong He Zhang Liangliang Cao Liangliang Cao EGVM 263 103 0 27 Feb 2024
Personalized Federated Instruction Tuning via Neural Architecture Search Peng Zhang Yingbo Zhou Ming Hu Junxian Feng Jiawen Weng Mingsong Chen FedML 79 4 0 26 Feb 2024
ChatMusician: Understanding and Generating Music Intrinsically with LLM Ti-Fen Pan Hanfeng Lin Yi Wang Zeyue Tian Shangda Wu ... Gus Xia Roger Dannenberg Wei Xue Shiyin Kang Yike Guo 176 44 0 25 Feb 2024
Beyond Probabilities: Unveiling the Misalignment in Evaluating Large Language Models Chenyang Lyu Minghao Wu Alham Fikri Aji ELM 66 14 0 21 Feb 2024
Self-Distillation Bridges Distribution Gap in Language Model Fine-Tuning Zhaorui Yang Tianyu Pang Hao Feng Han Wang Wei Chen Minfeng Zhu Qian Liu ALM 92 50 0 21 Feb 2024
How Important is Domain Specificity in Language Models and Instruction Finetuning for Biomedical Relation Extraction? Aviv Brokman Ramakanth Kavuluru LM&MA ALM 64 3 0 21 Feb 2024
A Unified Taxonomy-Guided Instruction Tuning Framework for Entity Set Expansion and Taxonomy Expansion Yanzhen Shen Yu Zhang Yunyi Zhang Jiawei Han 122 10 0 20 Feb 2024
A Critical Evaluation of AI Feedback for Aligning Large Language Models Archit Sharma Sedrick Scott Keh Eric Mitchell Chelsea Finn Kushal Arora Thomas Kollar ALM LLMAG 98 27 0 19 Feb 2024
Chain-of-Instructions: Compositional Instruction Tuning on Large Language Models S. Hayati Taehee Jung Tristan Bodding-Long Sudipta Kar A. Sethy Joo-Kyung Kim Dongyeop Kang ALM LRM 124 9 0 18 Feb 2024
Self-seeding and Multi-intent Self-instructing LLMs for Generating Intent-aware Information-Seeking dialogs Arian Askari Roxana Petcu Chuan Meng Mohammad Aliannejadi Amin Abolghasemi Evangelos Kanoulas Suzan Verberne 113 9 0 18 Feb 2024
MONAL: Model Autophagy Analysis for Modeling Human-AI Interactions Shu Yang Muhammad Asif Ali Lu Yu Lijie Hu Di Wang LLMAG 79 5 0 17 Feb 2024
Properties and Challenges of LLM-Generated Explanations Jenny Kunz Marco Kuhlmann 89 24 0 16 Feb 2024
API Pack: A Massive Multi-Programming Language Dataset for API Call Generation Zhen Guo Adriana Meza Soria Wei Sun Songlin Yang Yikang Shen ELM ALM 156 1 0 14 Feb 2024
OS-Copilot: Towards Generalist Computer Agents with Self-Improvement Zhiyong Wu Chengcheng Han Zichen Ding Zhenmin Weng Zhoumianze Liu Shunyu Yao Tao Yu Lingpeng Kong LLMAG LM&Ro 227 98 0 12 Feb 2024
OpenFedLLM: Training Large Language Models on Decentralized Private Data via Federated Learning Rui Ye Wenhao Wang Jingyi Chai Dihan Li Zexi Li Yinda Xu Yaxin Du Yanfeng Wang Siheng Chen ALM FedML AIFin 96 98 0 10 Feb 2024
Making a prototype of Seoul historical sites chatbot using Langchain Jae Young Suh Minsoo Kwak Soo Yong Kim Hyoungseo Cho LLMAG 18 1 0 10 Feb 2024
Large Language Models: A Survey Shervin Minaee Tomas Mikolov Narjes Nikzad M. Asgari-Chenaghlu R. Socher Xavier Amatriain Jianfeng Gao ALM LM&MA ELM 246 425 0 09 Feb 2024
Diversity Measurement and Subset Selection for Instruction Tuning Datasets Peiqi Wang Songlin Yang Zhen Guo Matt Stallone Yoon Kim Polina Golland Yikang Shen 77 12 0 04 Feb 2024
A Survey on Data Selection for LLM Instruction Tuning Bolin Zhang Jiahao Wang Qianlong Du Jiajun Zhang Zhiying Tu Dianhui Chu 101 48 0 04 Feb 2024
Dense Reward for Free in Reinforcement Learning from Human Feedback Alex J. Chan Hao Sun Samuel Holt M. Schaar 97 42 0 01 Feb 2024
Improving Medical Reasoning through Retrieval and Self-Reflection with Retrieval-Augmented Large Language Models Minbyul Jeong Jiwoong Sohn Mujeen Sung Jaewoo Kang 120 34 0 27 Jan 2024
Self-Rewarding Language Models Weizhe Yuan Richard Yuanzhe Pang Kyunghyun Cho Xian Li Sainbayar Sukhbaatar Jing Xu Jason Weston ReLM SyDa ALM LRM 403 339 0 18 Jan 2024