Selective Reflection-Tuning: Student-Selected Data Recycling for LLM Instruction-Tuningby Ming Li, Lichang Chen, Jiuhai Chen, Shwai…
OpenMathInstruct-1: A 1.8 Million Math Instruction Tuning Datasetby Shubham Toshniwal, Ivan Moshkov, Sean Narenthiran, Daria…
Generative Representational Instruction Tuningby Niklas Muennighoff, Hongjin Su, Liang Wang, Nan Yang, Furu Wei, Tao…
Learn To be Efficient: Build Structured Sparsity in Large Language Modelsby Haizhong Zheng, Xiaoyan Bai,…
LESS: Selecting Influential Data for Targeted Instruction Tuningby Mengzhou Xia, Sadhika Malladi, Suchin Gururangan, Sanjeev…
Read to Play (R2-Play): Decision Transformer with Multimodal Game Instructionby Yonggang Jin, Ge Zhang, Hao…
CIDAR: Culturally Relevant Instruction Dataset For Arabicby Zaid Alyafeai, Khalid Almubarak, Ahmed Ashraf, Deema Alnuhait,…
EasyInstruct: An Easy-to-use Instruction Processing Framework for Large Language Modelsby Yixin Ou, Ningyu Zhang, Honghao…
Are Large Language Models Table-based Fact-Checkers?by Hanwen Zhang, Qingyi Si, Peng Fu, Zheng Lin, Weiping…
Diversity Measurement and Subset Selection for Instruction Tuning Datasetsby Peiqi Wang, Yikang Shen, Zhen Guo,…