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Active Instruction Tuning: Improving Cross-Task Generalization by
  Training on Prompt Sensitive Tasks

Active Instruction Tuning: Improving Cross-Task Generalization by Training on Prompt Sensitive Tasks

Conference on Empirical Methods in Natural Language Processing (EMNLP), 2023
1 November 2023
Po-Nien Kung
Fan Yin
Di Wu
Kai-Wei Chang
Nanyun Peng
ArXiv (abs)PDFHTML

Papers citing "Active Instruction Tuning: Improving Cross-Task Generalization by Training on Prompt Sensitive Tasks"

21 / 21 papers shown
Title
Importance-Aware Data Selection for Efficient LLM Instruction Tuning
Importance-Aware Data Selection for Efficient LLM Instruction Tuning
Tingyu Jiang
Shen Li
Yiyao Song
Lan Zhang
Hualei Zhu
Yuan Zhao
Xiaohang Xu
Kenjiro Taura
Hao Henry Wang
336
1
0
10 Nov 2025
A Survey on Efficient Large Language Model Training: From Data-centric Perspectives
A Survey on Efficient Large Language Model Training: From Data-centric PerspectivesAnnual Meeting of the Association for Computational Linguistics (ACL), 2025
Junyu Luo
Bohan Wu
Xiao Luo
Zhiping Xiao
Yiqiao Jin
...
Nan Yin
Yifan Wang
Jingyang Yuan
Wei Ju
Ming Zhang
136
4
0
29 Oct 2025
Comprehensive and Efficient Distillation for Lightweight Sentiment Analysis Models
Comprehensive and Efficient Distillation for Lightweight Sentiment Analysis Models
Guangyu Xie
Y. Zhang
Jianzhu Bao
Qianlong Wang
Yang Sun
Bingbing Wang
Ruifeng Xu
VLM
437
0
0
28 Oct 2025
Computational Budget Should Be Considered in Data Selection
Computational Budget Should Be Considered in Data Selection
Weilin Wan
Weizhong Zhang
Cheng Jin
203
0
0
19 Oct 2025
A method for improving multilingual quality and diversity of instruction fine-tuning datasets
A method for improving multilingual quality and diversity of instruction fine-tuning datasets
Chunguang Zhao
Yilun Liu
Pufan Zeng
Yuanchang Luo
Shimin Tao
...
Chen Liu
Hongxia Ma
Li Zhang
Boxing Chen
Daimeng Wei
100
0
0
19 Sep 2025
Middo: Model-Informed Dynamic Data Optimization for Enhanced LLM Fine-Tuning via Closed-Loop Learning
Middo: Model-Informed Dynamic Data Optimization for Enhanced LLM Fine-Tuning via Closed-Loop Learning
Zinan Tang
Xin Gao
Qizhi Pei
Zhuoshi Pan
Mengzhang Cai
Jiang Wu
Conghui He
Lijun Wu
SyDa
305
2
0
29 Aug 2025
ART: Adaptive Relation Tuning for Generalized Relation Prediction
ART: Adaptive Relation Tuning for Generalized Relation Prediction
Gopika Sudhakaran
Hikaru Shindo
P. Schramowski
Simone Schaub-Meyer
Kristian Kersting
Stefan Roth
130
0
0
31 Jul 2025
Improving Task Diversity in Label Efficient Supervised Finetuning of LLMs
Improving Task Diversity in Label Efficient Supervised Finetuning of LLMs
Abhinav Arabelly
Jagrut Nemade
R. Nowak
Jifan Zhang
ALM
198
0
0
29 Jul 2025
ClusterUCB: Efficient Gradient-Based Data Selection for Targeted Fine-Tuning of LLMs
ClusterUCB: Efficient Gradient-Based Data Selection for Targeted Fine-Tuning of LLMs
Zige Wang
Qi Zhu
Fei Mi
Minghui Xu
Ruochun Jin
Wenjing Yang
252
1
0
12 Jun 2025
Towards Fair In-Context Learning with Tabular Foundation Models
Towards Fair In-Context Learning with Tabular Foundation Models
Patrik Kenfack
Samira Ebrahimi Kahou
Ulrich Aïvodji
646
1
0
14 May 2025
MDIT: A Model-free Data Interpolation Method for Diverse Instruction Tuning
MDIT: A Model-free Data Interpolation Method for Diverse Instruction Tuning
Yangning Li
Zihua Lan
Lv Qingsong
Hai-Tao Zheng
Hai-Tao Zheng
410
3
0
09 Apr 2025
D3: Diversity, Difficulty, and Dependability-Aware Data Selection for Sample-Efficient LLM Instruction Tuning
D3: Diversity, Difficulty, and Dependability-Aware Data Selection for Sample-Efficient LLM Instruction TuningInternational Joint Conference on Artificial Intelligence (IJCAI), 2025
Jia Zhang
Chen-Xi Zhang
Wenshu Fan
Yi-Xuan Jin
Xiao-Wen Yang
Bo Zheng
Yi Liu
Lan-Zhe Guo
391
9
0
14 Mar 2025
EDGE: Efficient Data Selection for LLM Agents via Guideline Effectiveness
EDGE: Efficient Data Selection for LLM Agents via Guideline EffectivenessInternational Joint Conference on Artificial Intelligence (IJCAI), 2025
Yunxiao Zhang
Guanming Xiong
Haochen Li
Wen Zhao
LLMAG
208
2
0
18 Feb 2025
Unleashing the Power of Data Tsunami: A Comprehensive Survey on Data Assessment and Selection for Instruction Tuning of Language Models
Unleashing the Power of Data Tsunami: A Comprehensive Survey on Data Assessment and Selection for Instruction Tuning of Language Models
Yulei Qin
Yuncheng Yang
Pengcheng Guo
Gang Li
Hang Shao
Yuchen Shi
Zihan Xu
Yun Gu
Ke Li
Xing Sun
ALM
787
23
0
31 Dec 2024
SFTMix: Elevating Language Model Instruction Tuning with Mixup Recipe
SFTMix: Elevating Language Model Instruction Tuning with Mixup Recipe
Yuxin Xiao
Shujian Zhang
Wenxuan Zhou
Marzyeh Ghassemi
Sanqiang Zhao
1.0K
1
0
07 Oct 2024
Rethinking Meta-Learning from a Learning Lens
Rethinking Meta-Learning from a Learning Lens
Wenwen Qiang
Jingyao Wang
Chuxiong Sun
Hui Xiong
Jiangmeng Li
536
3
0
13 Sep 2024
Large Language Model-guided Document Selection
Large Language Model-guided Document Selection
Xiang Kong
Tom Gunter
Ruoming Pang
185
7
0
07 Jun 2024
A Survey of Multimodal Large Language Model from A Data-centric
  Perspective
A Survey of Multimodal Large Language Model from A Data-centric Perspective
Tianyi Bai
Hao Liang
Binwang Wan
Yanran Xu
Xi Li
...
Ping Huang
Jiulong Shan
Conghui He
Binhang Yuan
Wentao Zhang
359
64
0
26 May 2024
SHED: Shapley-Based Automated Dataset Refinement for Instruction
  Fine-Tuning
SHED: Shapley-Based Automated Dataset Refinement for Instruction Fine-Tuning
Bowei Tian
Ziyao Wang
Zheyu Shen
Guoheng Sun
Yucong Dai
Yongkai Wu
Hongyi Wang
Ang Li
200
16
0
23 Apr 2024
Say More with Less: Understanding Prompt Learning Behaviors through Gist
  Compression
Say More with Less: Understanding Prompt Learning Behaviors through Gist Compression
Xinze Li
Zhenghao Liu
Chenyan Xiong
Shi Yu
Shi Yu
Shuo Wang
Ge Yu
VLM
213
8
0
25 Feb 2024
A Survey on Data Selection for LLM Instruction Tuning
A Survey on Data Selection for LLM Instruction Tuning
Bolin Zhang
Jiahao Wang
Qianlong Du
Jiajun Zhang
Zhiying Tu
Dianhui Chu
359
66
0
04 Feb 2024
1