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Publications

• 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] [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]
• 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] [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] [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]
• 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]
• 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]

Open Source Contribution

• ROLL: Reinforcement Learning Optimization for Large-Scale Learning

Skills

• Programming Languages: C Java Python SQL R Matlab JavaScripts HTML CSS Markdown Terrform

Service

Area Chair:

• ACL Rolling Review



Program Committee/Reviewer:

• ACL Rolling Review
• COLM: 2024
• ICML: 2023/2024/2025
• ACL: 2023
• NeurIPS: 2022/2023/2024
• ICLR: 2022/2024/2025
• EMNLP: 2021/2022/2023
• NeurIPS (MATH-AI): 2024
• ICLR (DPFM): 2024
• ICLR (ME-MoFo): 2023/2024
• NeurIPS (CtrlGen): 2021
• EMNLP (Insights): 2021
• NAACL-HLT (SRW): 2021
• AACL-IJCNLP (SRW): 2020
• ACL (SRW): 2020/2021



Organizer:

• Recipes in Building Language Reasoners BoF@EMNLP: 2023
• Commonsense Knowledge Discovery and Acquisition Social@ICML: 2022
• Better Developing Pretraining-based Models and Beyond Social@ICLR: 2022
• ML and Language Social@ICLR: 2021

Teaching

• COMP 590-158: Introduction to Natural Language Processing (TA) Spring 2022
• COMP 116: Introduction to Scientific Programming (TA) Spring 2021
• COMP 523: Software Engineering (TA) Fall 2020
• Data Science and Innovation (TA) Spring 2018

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