Yiyuan Li

University of North Carolina, Chapel Hill
Email: bill.lyy.nisioptimum@gmail.com

yiyuanli@alumni.cmu.edu

Publications

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Global PIQA: Evaluating Physical Commonsense Reasoning Across 100+ Languages and Cultures
Tyler A. Chang*, Catherine Arnett* et al., including Yiyuan Li
Preprint
[pdf] [Huggingface]
One Sample to Rule Them All: Extreme Data Efficiency in RL Scaling
Yiyuan Li, Zhen Huang, Yanan Wu, Weixun Wang, Xuefeng Li, Yijia Luo, Pengfei Liu, Wenbo Su, Bo Zheng
The First Workshop on Efficient Reasoning, Neural Information Processing Systems (NeurIPS), 2025
OlympicArena: Benchmarking Multi-discipline Cognitive Reasoning for Superintelligent AI
Zhen Huang, Zengzhi Wang, Shijie Xia, Xuefeng Li, Haoyang Zou, Ruijie Xu, Run-Ze Fan, Lyumanshan Ye, Ethan Chern, Yixin Ye, Yikai Zhang, Yuqing Yang, Ting Wu, Binjie Wang, Shichao Sun, Yang Xiao, Yiyuan Li, Fan Zhou, Steffi Chern, Yiwei Qin, Yan Ma, Jiadi Su, Yixiu Liu, Yuxiang Zheng, Shaoting Zhang, Dahua Lin, Yu Qiao, Pengfei Liu
Proceedings of the Thirty-eighth Annual Conference on Neural Information Processing Systems (NeurIPS) Datasets and Benchmarks, 2024
[pdf] [Project Page] [poster] [Huggingface]
Learning from Teaching Regularization: Generalizable Correlations Should be Easy to Imitate
Can Jin*, Tong Che*, Hongwu Peng**, Yiyuan Li**, Dimitris N. Metaxas, Marco Pavone
Proceedings of the Thirty-eighth Annual Conference on Neural Information Processing Systems (NeurIPS), 2024
[pdf] [poster]
FRoG: Evaluating Fuzzy Reasoning of Generalized Quantifiers in Large Language Models
Yiyuan Li, Shichao Sun, Pengfei Liu
Proceedings of Empirical Methods in Natural Language Processing (EMNLP), 2024
[pdf] [poster] [Huggingface]
Pragmatic Reasoning Unlocks Quantifier Semantics for Foundation Models
Yiyuan Li, Rakesh R Menon, Sayan Ghosh, Shashank Srivastava
Proceedings of Empirical Methods in Natural Language Processing (EMNLP), 2023 (Oral)
SoCalNLP, 2023
[pdf] [poster] [Huggingface]
SPE: Symmetrical Prompt Enhancement for Fact Probing
Yiyuan Li*, Tong Che*, Yezhen Wang, Zhengbao Jiang, Caiming Xiong, Snigdha Chaturvedi
Proceedings of Empirical Methods in Natural Language Processing (EMNLP), 2022
[pdf] [poster]
Adversarial Scrubbing of Demographic Information for Text Classification
Somnath Basu Roy Chowdhury, Sayan Ghosh, Yiyuan Li, Junier B Oliva, Shashank Srivastava, Snigdha Chaturvedi
Proceedings of Empirical Methods in Natural Language Processing (EMNLP), 2021
[pdf] [poster]
Towards Context-Aware End-to-End Code-Switching Speech Recognition
Zimeng Qiu, Yiyuan Li, Xinjian Li, Florian Metze, William M. Campbell
Proceedings of the Twenty-First INTERSPEECH, 2020
[pdf] [video]
A Summary of the First Workshop on Language Technology for Language Documentation and Revitalization
Graham Neubig, Shruti Rijhwani, Alexis Palmer, Jordan MacKenzie, Hilaria Cruz, Xinjian Li, Matthew Lee, Aditi Chaudhary, Luke Gessler, Steven Abney, Shirley Anugrah Hayati, Antonios Anastasopoulos, Olga Zamaraeva, Emily Prud'hommeaux, Jennette Child, Sara Child, Rebecca Knowles, Sarah Moeller, Jeffrey Micher, Yiyuan Li, Sydney Zink, Mengzhou Xia, Roshan S Sharma, Patrick Littell
LREC, Proceedings of the First Joint SLTU and CCURL Workshop, 2020
[pdf]
Towards Minimal Supervision BERT-based Grammar Error Correction
Yiyuan Li, Antonios Anastasopoulos and Alan W Black
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence (AAAI), 2020
[poster]
Comparison of Interactive Knowledge Base Spelling Correction Models for Low-Resource Languages
Yiyuan Li, Antonios Anastasopoulos and Alan W Black
Natural Language, Dialogue and Speech (NDS) Symposium, 2019
[poster] [pdf]