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
Biases in Large Language Model-Elicited Text: A Case Study in Natural Language Inference Grace Proebsting Adam Poliak 55 0 0 06 Mar 2025
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TIMER: Temporal Instruction Modeling and Evaluation for Longitudinal Clinical Records Hejie Cui Alyssa Unell Bowen Chen Jason Alan Fries Emily Alsentzer Sanmi Koyejo N. Shah 79 0 0 06 Mar 2025
DB-Explore: Automated Database Exploration and Instruction Synthesis for Text-to-SQL Haoyuan Ma Yongliang Shen Hengwei Liu Wenqi Zhang Haolei Xu Qiuying Peng Jun Wang Weiming Lu 49 0 0 06 Mar 2025
CodeIF-Bench: Evaluating Instruction-Following Capabilities of Large Language Models in Interactive Code Generation Peiding Wang L. Zhang Fang Liu Lin Shi Minxiao Li Bo Shen An Fu ELM LRM 154 0 0 05 Mar 2025
Can Frontier LLMs Replace Annotators in Biomedical Text Mining? Analyzing Challenges and Exploring Solutions Yichong Zhao Susumu Goto 65 0 0 05 Mar 2025
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Memorize or Generalize? Evaluating LLM Code Generation with Evolved Questions Wentao Chen Lizhe Zhang Li Zhong Letian Peng Zilong Wang Jingbo Shang ELM 88 1 0 04 Mar 2025
Add-One-In: Incremental Sample Selection for Large Language Models via a Choice-Based Greedy Paradigm Zehan Li Yuhao Du Xiaoqi Jiao Yiwen Guo Yuege Feng Xiang Wan Anningzhe Gao Jinpeng Hu 63 0 0 04 Mar 2025
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Enhancing Vision-Language Compositional Understanding with Multimodal Synthetic Data Haoxin Li Boyang Li CoGe 73 0 0 03 Mar 2025
Do GFlowNets Transfer? Case Study on the Game of 24/42 Adesh Gupta Abhinav Kumar Mansi Gupta Paras Chopra 105 0 0 03 Mar 2025
Advancing vision-language models in front-end development via data synthesis Tong Ge Yashu Liu Jieping Ye Tianyi Li Chao Wang 78 0 0 03 Mar 2025
Advancing MAPF towards the Real World: A Scalable Multi-Agent Realistic Testbed (SMART) Jingtian Yan Zhifei Li William Kang Yulun Zhang Stephen Smith Jiaoyang Li 48 0 0 03 Mar 2025
Rewarding Graph Reasoning Process makes LLMs more Generalized Reasoners Miao Peng Nuo Chen Zongrui Suo Jia Li LRM 41 0 0 02 Mar 2025
LoR2C : Low-Rank Residual Connection Adaptation for Parameter-Efficient Fine-Tuning Jiancheng Zhao Xingda Yu Yuxiang Zhang Zhen Yang OffRL 36 0 0 01 Mar 2025
CODI: Compressing Chain-of-Thought into Continuous Space via Self-Distillation Zhenyi Shen Hanqi Yan Linhai Zhang Zhanghao Hu Yali Du Yulan He LRM 72 9 0 28 Feb 2025
MMKE-Bench: A Multimodal Editing Benchmark for Diverse Visual Knowledge Yuntao Du Kailin Jiang Zhi Gao Chenrui Shi Zilong Zheng Siyuan Qi Qing Li KELM 73 2 0 27 Feb 2025
Learning to Align Multi-Faceted Evaluation: A Unified and Robust Framework Kaishuai Xu Tiezheng YU Wenjun Hou Yi Cheng Liangyou Li Xin Jiang Lifeng Shang Qiang Liu Wenjie Li ELM 66 0 0 26 Feb 2025
Towards Enhanced Immersion and Agency for LLM-based Interactive Drama Hongqiu Wu Weiqi Wu Tianyang Xu Jiameng Zhang Hai Zhao AI4CE 68 0 0 25 Feb 2025
Larger or Smaller Reward Margins to Select Preferences for Alignment? Kexin Huang Junkang Wu Ziqian Chen Xue Wang Jinyang Gao Bolin Ding Jiancan Wu Xiangnan He Xuben Wang 55 0 0 25 Feb 2025
Discriminative Finetuning of Generative Large Language Models without Reward Models and Human Preference Data Siqi Guo Ilgee Hong Vicente Balmaseda Changlong Yu Liang Qiu Xin Liu Haoming Jiang Tuo Zhao Tianbao Yang 48 0 0 25 Feb 2025
FRIDA to the Rescue! Analyzing Synthetic Data Effectiveness in Object-Based Common Sense Reasoning for Disaster Response Mollie Shichman C. Bonial Austin Blodgett Taylor Hudson Francis Ferraro Rachel Rudinger SyDa 71 0 0 25 Feb 2025
Generalizing From Short to Long: Effective Data Synthesis for Long-Context Instruction Tuning Wenhao Zhu Pinzhen Chen Hanxu Hu Shujian Huang Fei Yuan Jiajun Chen Alexandra Birch SyDa 69 1 0 24 Feb 2025
Mutual Reinforcement of LLM Dialogue Synthesis and Summarization Capabilities for Few-Shot Dialogue Summarization Yen-Ju Lu Ting-Yao Hu H. Koppula Hadi Pouransari Jen-Hao Rick Chang ... Xiang Kong Qi Zhu Simon Wang Oncel Tuzel Raviteja Vemulapalli 47 0 0 24 Feb 2025
Is Free Self-Alignment Possible? Dyah Adila Changho Shin Yijing Zhang Frederic Sala MoMe 118 2 0 24 Feb 2025
FIG: Forward-Inverse Generation for Low-Resource Domain-specific Event Detection Tanmay Parekh Yuxuan Dong Lucas Bandarkar Artin Kim I-Hung Hsu Kai-Wei Chang Nanyun Peng 46 0 0 24 Feb 2025
Filtered not Mixed: Stochastic Filtering-Based Online Gating for Mixture of Large Language Models Raeid Saqur Anastasis Kratsios Florian Krach Yannick Limmer Jacob-Junqi Tian John Willes Blanka Horvath Frank Rudzicz MoE 53 0 0 24 Feb 2025
Mixup Model Merge: Enhancing Model Merging Performance through Randomized Linear Interpolation Yue Zhou Yi-Ju Chang Yuan Wu MoMe 69 2 0 24 Feb 2025
NaturalReasoning: Reasoning in the Wild with 2.8M Challenging Questions Weizhe Yuan Jane Dwivedi-Yu Song Jiang Karthik Padthe Yang Li ... Ilia Kulikov Kyunghyun Cho Yuandong Tian Jason Weston Xian Li ReLM LRM 64 10 0 24 Feb 2025
PiCO: Peer Review in LLMs based on the Consistency Optimization Kun-Peng Ning Shuo Yang Yu-Yang Liu Jia-Yu Yao Zhen-Hui Liu Yu Wang Ming Pang Li Yuan ALM 71 8 0 24 Feb 2025
Improving LLM General Preference Alignment via Optimistic Online Mirror Descent Yuheng Zhang Dian Yu Tao Ge Linfeng Song Zhichen Zeng Haitao Mi Nan Jiang Dong Yu 63 1 0 24 Feb 2025
Order Matters: Investigate the Position Bias in Multi-constraint Instruction Following Jie Zeng Qianyu He Qingyu Ren Jiaqing Liang Yanghua Xiao Weikang Zhou Zeye Sun Fei Yu 86 0 0 24 Feb 2025
WildLong: Synthesizing Realistic Long-Context Instruction Data at Scale Jiaxi Li Xingxing Zhang Xun Wang Xiaolong Huang Li Dong Liang Wang Si-Qing Chen Wei Lu Furu Wei SyDa 171 0 0 23 Feb 2025
RewardDS: Privacy-Preserving Fine-Tuning for Large Language Models via Reward Driven Data Synthesis Jianwei Wang Junyao Yang Haoran Li Huiping Zhuang Cen Chen Ziqian Zeng SyDa 49 0 0 23 Feb 2025
Reflective Planning: Vision-Language Models for Multi-Stage Long-Horizon Robotic Manipulation Yunhai Feng Jiaming Han Zhengyuan Yang Xiangyu Yue Sergey Levine Jianlan Luo LM&Ro 56 2 0 23 Feb 2025
Audio-FLAN: A Preliminary Release Liumeng Xue Ziya Zhou J. Pan Zeju Li Shuai Fan ... Haohe Liu Emmanouil Benetos Ge Zhang Yike Guo Wei Xue MLLM AuLLM CLIP VLM 57 1 0 23 Feb 2025
Contrastive Similarity Learning for Market Forecasting: The ContraSim Framework Nicholas Vinden Raeid Saqur Zining Zhu Frank Rudzicz 53 0 0 22 Feb 2025
Synthesizing Post-Training Data for LLMs through Multi-Agent Simulation Shuo Tang Xianghe Pang Zexi Liu Bohan Tang Rui Ye Xiaowen Dong Yalin Wang Yanfeng Wang S. Chen SyDa LLMAG 132 4 0 21 Feb 2025
Control Illusion: The Failure of Instruction Hierarchies in Large Language Models Yilin Geng Yiming Li Honglin Mu Xudong Han Timothy Baldwin Omri Abend Eduard H. Hovy Lea Frermann 41 2 0 21 Feb 2025
Text-to-SQL Domain Adaptation via Human-LLM Collaborative Data Annotation Yuan Tian Daniel Lee Fei Wu Tung Mai Kun Qian Siddhartha Sahai Tianyi Zhang Yunyao Li SyDa 45 0 0 21 Feb 2025
CLIPPER: Compression enables long-context synthetic data generation Chau Minh Pham Yapei Chang Mohit Iyyer SyDa 85 1 0 21 Feb 2025
DeepRTL: Bridging Verilog Understanding and Generation with a Unified Representation Model Yi Liu Changran Xu Yunhao Zhou Zeju Li Qiang Xu VLM 51 4 0 20 Feb 2025
Evaluating Implicit Bias in Large Language Models by Attacking From a Psychometric Perspective Yuchen Wen Keping Bi Wei Chen J. Guo Xueqi Cheng 89 1 0 20 Feb 2025
EDGE: Efficient Data Selection for LLM Agents via Guideline Effectiveness Yunxiao Zhang Guanming Xiong Haochen Li Wen Zhao LLMAG 71 0 0 18 Feb 2025
Every Expert Matters: Towards Effective Knowledge Distillation for Mixture-of-Experts Language Models Gyeongman Kim Gyouk Chu Eunho Yang MoE 59 0 0 18 Feb 2025
Think Inside the JSON: Reinforcement Strategy for Strict LLM Schema Adherence Bhavik Agarwal Ishan Joshi Viktoria Rojkova AI4TS OffRL LRM 47 1 0 18 Feb 2025
System Message Generation for User Preferences using Open-Source Models Minbyul Jeong Jungho Cho Minsoo Khang Dawoon Jung Teakgyu Hong 41 0 0 17 Feb 2025
Building A Proof-Oriented Programmer That Is 64% Better Than GPT-4o Under Data Scarcity Dylan Zhang Justin Wang Tianran Sun 45 1 0 17 Feb 2025
Prompt-based Depth Pruning of Large Language Models Juyun Wee Minjae Park Jaeho Lee VLM 93 0 0 17 Feb 2025