#InsTag: Instruction Tagging for Analyzing Supervised Fine-tuning of
Large Language Models

#InsTag: Instruction Tagging for Analyzing Supervised Fine-tuning of Large Language Models

14 August 2023

Hongyi Yuan

Runji Lin

Chuanqi Tan

Chang Zhou

Jingren Zhou

Papers citing "#InsTag: Instruction Tagging for Analyzing Supervised Fine-tuning of Large Language Models"

16 / 16 papers shown

Title
LEAD: Iterative Data Selection for Efficient LLM Instruction Tuning Xiaotian Lin Yanlin Qi Yizhang Zhu Themis Palpanas Chengliang Chai Nan Tang Yuyu Luo 26 0 0 12 May 2025
DAST: Difficulty-Adaptive Slow-Thinking for Large Reasoning Models Yi Shen Jingyang Zhang Jieyun Huang Shuming Shi Wenjing Zhang Jiangze Yan Rongjia Du Ning Wang Kai Wang LRM 80 15 0 06 Mar 2025
A Systematic Review of Open Datasets Used in Text-to-Image (T2I) Gen AI Model Safety Rakeen Rouf Trupti Bavalatti Osama Ahmed Dhaval Potdar Faraz Jawed EGVM 64 1 0 23 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
Compute-Constrained Data Selection Junjie Oscar Yin Alexander M. Rush 39 0 0 21 Oct 2024
Mitigating Forgetting in LLM Supervised Fine-Tuning and Preference Learning H. Fernando Han Shen Parikshit Ram Yi Zhou Horst Samulowitz Nathalie Baracaldo Tianyi Chen CLL 56 2 0 20 Oct 2024
Data Quality Control in Federated Instruction-tuning of Large Language Models Yaxin Du Rui Ye Fengting Yuchi W. Zhao Jingjing Qu Yunhong Wang Siheng Chen ALM FedML 51 0 0 15 Oct 2024
CodeACT: Code Adaptive Compute-efficient Tuning Framework for Code LLMs Weijie Lv Xuan Xia Sheng-Jun Huang ALM 36 2 0 05 Aug 2024
CoEvol: Constructing Better Responses for Instruction Finetuning through Multi-Agent Cooperation Renhao Li Minghuan Tan Derek F. Wong Min Yang LLMAG 23 1 0 11 Jun 2024
Yi: Open Foundation Models by 01.AI 01. AI Alex Young 01.AI Alex Young Bei Chen Chao Li ... Yue Wang Yuxuan Cai Zhenyu Gu Zhiyuan Liu Zonghong Dai OSLM LRM 126 500 0 07 Mar 2024
API Pack: A Massive Multi-Programming Language Dataset for API Call Generation Zhen Guo Adriana Meza Soria Wei Sun Yikang Shen Rameswar Panda ELM ALM 55 1 0 14 Feb 2024
Revisit Input Perturbation Problems for LLMs: A Unified Robustness Evaluation Framework for Noisy Slot Filling Task Guanting Dong Jinxu Zhao Tingfeng Hui Daichi Guo Wenlong Wan ... Yueyan Qiu Zhuoma Gongque Keqing He Zechen Wang Weiran Xu AAML 29 19 0 10 Oct 2023
JsonTuning: Towards Generalizable, Robust, and Controllable Instruction Tuning Chang Gao Wenxuan Zhang Guizhen Chen Wai Lam 55 5 0 04 Oct 2023
Instruction Tuning with GPT-4 Baolin Peng Chunyuan Li Pengcheng He Michel Galley Jianfeng Gao SyDa ALM LM&MA 159 579 0 06 Apr 2023
Training language models to follow instructions with human feedback Long Ouyang Jeff Wu Xu Jiang Diogo Almeida Carroll L. Wainwright ... Amanda Askell Peter Welinder Paul Christiano Jan Leike Ryan J. Lowe OSLM ALM 319 11,953 0 04 Mar 2022
Phrase-BERT: Improved Phrase Embeddings from BERT with an Application to Corpus Exploration Shufan Wang Laure Thompson Mohit Iyyer 180 66 0 13 Sep 2021