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

20 December 2022

Daniel Khashabi

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

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Title
ConTrans: Weak-to-Strong Alignment Engineering via Concept Transplantation Weilong Dong Xinwei Wu Renren Jin Shaoyang Xu Deyi Xiong 65 7 0 31 Dec 2024
CAD-GPT: Synthesising CAD Construction Sequence with Spatial Reasoning-Enhanced Multimodal LLMs Siyu Wang Cailian Chen Xinyi Le Qimin Xu Lei Xu Yuyao Zhang Jie Yang 3DV 48 2 0 27 Dec 2024
Modality-Projection Universal Model for Comprehensive Full-Body Medical Imaging Segmentation Yixin Chen Lin Gao Yajuan Gao Rui Wang Jingge Lian ... Y. Duan Leiying Chai Hongbin Han Zhaoping Cheng Zhaoheng Xie 45 0 0 26 Dec 2024
Boosting LLM via Learning from Data Iteratively and Selectively Qi Jia Siyu Ren Ziheng Qin Fuzhao Xue Jinjie Ni Yang You 36 0 0 23 Dec 2024
WarriorCoder: Learning from Expert Battles to Augment Code Large Language Models Huawen Feng Pu Zhao Qingfeng Sun Can Xu Fangkai Yang ... Qianli Ma Qingwei Lin Saravan Rajmohan Dongmei Zhang Qi Zhang AAML ALM 62 0 0 23 Dec 2024
Cannot or Should Not? Automatic Analysis of Refusal Composition in IFT/RLHF Datasets and Refusal Behavior of Black-Box LLMs Alexander von Recum Christoph Schnabl Gabor Hollbeck Silas Alberti Philip Blinde Marvin von Hagen 92 2 0 22 Dec 2024
NILE: Internal Consistency Alignment in Large Language Models Minda Hu Qiyuan Zhang Yufei Wang Bowei He Hongru Wang Jingyan Zhou Liangyou Li Yasheng Wang Chen Ma Irwin King 91 0 0 21 Dec 2024
HammerBench: Fine-Grained Function-Calling Evaluation in Real Mobile Device Scenarios Jun Wang Jiamu Zhou Muning Wen Xiaoyun Mo Haifeng Zhang ... Cheng Jin Xihuai Wang Weinan Zhang Qiuying Peng Jun Wang LLMAG 101 0 0 21 Dec 2024
A High-Quality Text-Rich Image Instruction Tuning Dataset via Hybrid Instruction Generation Shijie Zhou R. Zhang Yufan Zhou Changyou Chen VLM 77 1 0 20 Dec 2024
Outcome-Refining Process Supervision for Code Generation Zhuohao Yu Weizheng Gu Yidong Wang Zhengran Zeng Jindong Wang Wei Ye Shikun Zhang LRM 89 4 0 19 Dec 2024
GenX: Mastering Code and Test Generation with Execution Feedback Nan Wang Yafei Liu Chen Chen H. Lu 91 1 0 18 Dec 2024
Unveiling the Secret Recipe: A Guide For Supervised Fine-Tuning Small LLMs Aldo Pareja Nikhil Shivakumar Nayak Hao Wang Krishnateja Killamsetty Shivchander Sudalairaj ... Guangxuan Xu Kai Xu Ligong Han Luke Inglis Akash Srivastava 90 6 0 17 Dec 2024
A Method for Detecting Legal Article Competition for Korean Criminal Law Using a Case-augmented Mention Graph Seonho An Young Yik Rhim Min-Soo Kim AILaw 84 0 0 16 Dec 2024
IDEA-Bench: How Far are Generative Models from Professional Designing? C. Liang Lianghua Huang Jingwu Fang Huanzhang Dou Wei Wang Zhi-Fan Wu Yupeng Shi Junge Zhang Xin Zhao Yu Liu 3DV 77 1 0 16 Dec 2024
SPaR: Self-Play with Tree-Search Refinement to Improve Instruction-Following in Large Language Models Jiale Cheng Xiao-Chang Liu C. Wang Xiaotao Gu Yunfan LU Dan Zhang Yuxiao Dong J. Tang Hongning Wang Minlie Huang LRM 126 3 0 16 Dec 2024
PICLe: Pseudo-Annotations for In-Context Learning in Low-Resource Named Entity Detection Sepideh Mamooler Syrielle Montariol Alexander Mathis Antoine Bosselut 92 1 0 16 Dec 2024
Smaller Language Models Are Better Instruction Evolvers Tingfeng Hui Lulu Zhao Guanting Dong Yaqi Zhang Hua Zhou Sen Su ALM 87 1 0 15 Dec 2024
PromptV: Leveraging LLM-powered Multi-Agent Prompting for High-quality Verilog Generation Zhendong Mi Renming Zheng Haowen Zhong Yue Sun Shaoyi Huang 76 0 0 15 Dec 2024
Empowering LLMs to Understand and Generate Complex Vector Graphics Ximing Xing Juncheng Hu Guotao Liang Jing Zhang Dong Xu Qian Yu 94 7 0 15 Dec 2024
MPPO: Multi Pair-wise Preference Optimization for LLMs with Arbitrary Negative Samples Shuo Xie Fangzhi Zhu Jiahui Wang Lulu Wen Wei Dai Xiaowei Chen Junxiong Zhu Kai Zhou Bo Zheng 74 0 0 13 Dec 2024
NAT-NL2GQL: A Novel Multi-Agent Framework for Translating Natural Language to Graph Query Language Yuanyuan Liang Tingyu Xie Gan Peng Zihao Huang Yunshi Lan Weining Qian LLMAG 82 1 0 11 Dec 2024
KaSA: Knowledge-Aware Singular-Value Adaptation of Large Language Models Fan Wang Juyong Jiang Chansung Park Sunghun Kim Jing Tang 94 1 0 08 Dec 2024
Reinforcement Learning Enhanced LLMs: A Survey Shuhe Wang Shengyu Zhang Jun Zhang Runyi Hu Xiaoya Li Tianwei Zhang Jiwei Li Fei Wu G. Wang Eduard H. Hovy OffRL 134 7 0 05 Dec 2024
Curriculum-style Data Augmentation for LLM-based Metaphor Detection Kaidi Jia Yanxia Wu Rongsheng Li Rongsheng Li 59 0 0 04 Dec 2024
Video LLMs for Temporal Reasoning in Long Videos Fawad Javed Fateh Umer Ahmed Hamza Khan M. Zia Quoc-Huy Tran VLM 89 0 0 04 Dec 2024
VideoSAVi: Self-Aligned Video Language Models without Human Supervision Yogesh Kulkarni Pooyan Fazli VLM 103 2 0 01 Dec 2024
Paint Outside the Box: Synthesizing and Selecting Training Data for Visual Grounding Zilin Du Haoxin Li Jianfei Yu Boyang Li 164 0 0 01 Dec 2024
LLM Teacher-Student Framework for Text Classification With No Manually Annotated Data: A Case Study in IPTC News Topic Classification Taja Kuzman Nikola Ljubesic 77 0 0 29 Nov 2024
On Domain-Specific Post-Training for Multimodal Large Language Models Daixuan Cheng Shaohan Huang Ziyu Zhu Xintong Zhang Wayne Xin Zhao Zhongzhi Luan Bo Dai Zhenliang Zhang VLM 102 2 0 29 Nov 2024
Beyond Examples: High-level Automated Reasoning Paradigm in In-Context Learning via MCTS Jinyang Wu Mingkuan Feng Shuai Zhang Feihu Che Zengqi Wen J. Tao ReLM LRM 115 9 0 27 Nov 2024
$H^3$ Fusion: Helpful, Harmless, Honest Fusion of Aligned LLMs Selim Furkan Tekin Fatih Ilhan Tiansheng Huang Sihao Hu Zachary Yahn Ling Liu MoMe 89 3 0 26 Nov 2024
Safe to Serve: Aligning Instruction-Tuned Models for Safety and Helpfulness Avinash Amballa Durga Sandeep Saluru Gayathri Akkinapalli Abhishek Sureddy Akshay Kumar Sureddy ALM 90 0 0 26 Nov 2024
LLM Augmentations to support Analytical Reasoning over Multiple Documents Raquib Bin Yousuf Nicholas Defelice Mandar Sharma Shengzhe Xu Naren Ramakrishnan 64 2 0 25 Nov 2024
Development of Pre-Trained Transformer-based Models for the Nepali Language Prajwal Thapa Jinu Nyachhyon Mridul Sharma Bal Krishna Bal 81 0 0 24 Nov 2024
Seed-Free Synthetic Data Generation Framework for Instruction-Tuning LLMs: A Case Study in Thai Parinthapat Pengpun Can Udomcharoenchaikit Weerayut Buaphet Peerat Limkonchotiwat SyDa 97 2 0 23 Nov 2024
Learning from "Silly" Questions Improves Large Language Models, But Only Slightly Tingyuan Zhu Shudong Liu Yidong Wang Derek F. Wong Han Yu T. Shinozaki Jindong Wang ALM LRM 82 0 0 21 Nov 2024
A Flexible Large Language Models Guardrail Development Methodology Applied to Off-Topic Prompt Detection Gabriel Chua Shing Yee Chan Shaun Khoo 83 1 0 20 Nov 2024
Generative Timelines for Instructed Visual Assembly Alejandro Pardo Jui-hsien Wang Guohao Li Josef Sivic Bryan C. Russell Fabian Caba Heilbron VGen 72 0 0 19 Nov 2024
METEOR: Evolutionary Journey of Large Language Models from Guidance to Self-Growth Jiawei Li Yizhe Yang Yang Gao 75 0 0 18 Nov 2024
Search, Verify and Feedback: Towards Next Generation Post-training Paradigm of Foundation Models via Verifier Engineering Xinyan Guan Yanjiang Liu Xinyu Lu Boxi Cao Xianpei Han ... Le Sun Jie Lou Bowen Yu Yunfan LU Hongyu Lin ALM 86 2 0 18 Nov 2024
MLAN: Language-Based Instruction Tuning Improves Zero-Shot Generalization of Multimodal Large Language Models Jianhong Tu Zhuohao Ni Nicholas Crispino Zihao Yu Michael Bendersky ... Ruoxi Jia Xin Liu Lingjuan Lyu Dawn Song Chenguang Wang VLM MLLM 54 0 0 15 Nov 2024
Prompting and Fine-tuning Large Language Models for Automated Code Review Comment Generation Md. Asif Haider Ayesha Binte Mostofa Sk. Sabit Bin Mosaddek Anindya Iqbal Toufique Ahmed ALM 60 2 0 15 Nov 2024
Dynamic Rewarding with Prompt Optimization Enables Tuning-free Self-Alignment of Language Models Somanshu Singla Zhen Wang Tianyang Liu Abdullah Ashfaq Zhiting Hu Eric P. Xing 30 0 0 13 Nov 2024
CorrSynth -- A Correlated Sampling Method for Diverse Dataset Generation from LLMs Suhas S Kowshik Abhishek Divekar Vijit Malik SyDa 37 0 0 13 Nov 2024
Synthesize, Partition, then Adapt: Eliciting Diverse Samples from Foundation Models Yeming Wen Swarat Chaudhuri 34 0 0 11 Nov 2024
Stronger Models are NOT Stronger Teachers for Instruction Tuning Zhangchen Xu Fengqing Jiang Luyao Niu Bill Yuchen Lin Radha Poovendran ALM 56 5 0 11 Nov 2024
LongSafety: Enhance Safety for Long-Context LLMs Mianqiu Huang Xiaoran Liu Shaojun Zhou Mozhi Zhang Chenkun Tan ... Zhikai Lei Linlin Li Qiang Liu Yaqian Zhou Xipeng Qiu ELM ALM 46 2 0 11 Nov 2024
SuffixDecoding: A Model-Free Approach to Speeding Up Large Language Model Inference Gabriele Oliaro Zhihao Jia Daniel F Campos Aurick Qiao LRM 41 2 0 07 Nov 2024
Fine-Grained Guidance for Retrievers: Leveraging LLMs' Feedback in Retrieval-Augmented Generation Yuhang Liu Xueyu Hu Shengyu Zhang Jingyuan Chen Fan Wu Fei Wu RALM 40 0 0 06 Nov 2024
A Bayesian Approach to Data Point Selection Xinnuo Xu Minyoung Kim Royson Lee Brais Martínez Timothy M. Hospedales 35 0 0 06 Nov 2024