Title
Enhancing LLMs via High-Knowledge Data Selection Feiyu Duan Xuemiao Zhang Sirui Wang Haoran Que Yuqi Liu Wenge Rong Xunliang Cai 125 0 0 20 May 2025
Efficient Evaluation of Large Language Models via Collaborative Filtering Xu-Xiang Zhong Chao Yi Han-Jia Ye 65 0 0 05 Apr 2025
Improving and Simplifying Pattern Exploiting Training Derek Tam Rakesh R Menon Joey Tianyi Zhou Shashank Srivastava Colin Raffel 50 151 0 22 Mar 2021
GPT Understands, Too Xiao Liu Yanan Zheng Zhengxiao Du Ming Ding Yujie Qian Zhilin Yang Jie Tang VLM 138 1,161 0 18 Mar 2021
Pre-Training Transformers as Energy-Based Cloze Models Kevin Clark Minh-Thang Luong Quoc V. Le Christopher D. Manning 35 79 0 15 Dec 2020
OCNLI: Original Chinese Natural Language Inference Hai Hu Kyle Richardson Liang Xu Lu Li Sandra Kübler L. Moss 60 118 0 12 Oct 2020
It's Not Just Size That Matters: Small Language Models Are Also Few-Shot Learners Timo Schick Hinrich Schütze 86 970 0 15 Sep 2020
CLUE: A Chinese Language Understanding Evaluation Benchmark Liang Xu Hai Hu Xuanwei Zhang Lu Li Chenjie Cao ... Cong Yue Xinrui Zhang Zhen-Yi Yang Kyle Richardson Zhenzhong Lan ELM 68 381 0 13 Apr 2020
Fine-Tuning Pretrained Language Models: Weight Initializations, Data Orders, and Early Stopping Jesse Dodge Gabriel Ilharco Roy Schwartz Ali Farhadi Hannaneh Hajishirzi Noah A. Smith 73 594 0 15 Feb 2020
Exploiting Cloze Questions for Few Shot Text Classification and Natural Language Inference Timo Schick Hinrich Schütze 306 1,606 0 21 Jan 2020
ChID: A Large-scale Chinese IDiom Dataset for Cloze Test Chujie Zheng Minlie Huang Aixin Sun 53 86 0 04 Jun 2019
SuperGLUE: A Stickier Benchmark for General-Purpose Language Understanding Systems Alex Jinpeng Wang Yada Pruksachatkun Nikita Nangia Amanpreet Singh Julian Michael Felix Hill Omer Levy Samuel R. Bowman ELM 183 2,296 0 02 May 2019
ERNIE: Enhanced Representation through Knowledge Integration Yu Sun Shuohuan Wang Yukun Li Shikun Feng Xuyi Chen Han Zhang Xin Tian Danxiang Zhu Hao Tian Hua Wu 102 898 0 19 Apr 2019
A Broad-Coverage Challenge Corpus for Sentence Understanding through Inference Adina Williams Nikita Nangia Samuel R. Bowman 402 4,444 0 18 Apr 2017