Photo of Wenpeng Yin

Wenpeng Yin

Assistant Professor

Affiliation(s):

  • School of Electrical Engineering and Computer Science
  • Computer Science and Engineering

W328 Westgate Building

wfy5054@psu.edu

814-867-1773

Personal or Departmental Website

Research Areas:

Data Science and Artificial Intelligence

Interest Areas:

Natural Language Processing, Deep Learning

 
 

 

Education

  • Bachelor, Computer Science & Technology, Northwestern Polytechnical University, 2010
  • Master, Computer Applied Technology, Peking University, 2013
  • Ph.D., Informatics, Ludwig Maximilian University of Munich, 2017

Publications

Conference Proceedings

  • Wenpeng Yin, Qinyuan Ye, Pengfei Liu, Xiang Ren and Hinrich Schütze, 2023, "LLM-driven Instruction Following: Progresses and Concerns", EMNLP, Association for Computational Linguistics, pp. 19--25
  • Sarkar Snigdha Sarathi Das, Haoran Zhang, Peng Shi, Wenpeng Yin and Rui Zhang, 2023, "Unified Low-Resource Sequence Labeling by Sample-Aware Dynamic Sparse Finetuning", EMNLP
  • Jiangshu Du, Congying Xia, Wenpeng Yin, Tingting Liang and Philip S. Yu, 2023, "All Labels Together: Low-shot Intent Detection with an Efficient Label Semantic Encoding Paradigm", IJCNLP, pp. 131--138
  • Wenpeng Yin, Muhao Chen, Ben Zhou, Qiang Ning, Kai-Wei Chang and Dan Roth, 2023, "Indirectly Supervised Natural Language Processing", ACL, Association for Computational Linguistics, United States, pp. 32--40
  • Jiasheng Gu, Hongyu Zhao, Hanzi Xu, Liangyu Nie, Hongyuan Mei and Wenpeng Yin, 2023, "Robustness of Learning from Task Instructions", ACL, Association for Computational Linguistics, pp. 13935--13948
  • Xiaodong Yu, Wenpeng Yin, Nitish Gupta and Dan Roth, 2023, "Event Linking: Grounding Event Mentions to Wikipedia", EACL, Association for Computational Linguistics, United States, pp. 2671--2680
  • Jiangshu Du, Wenpeng Yin, Congying Xia and Philip S. Yu, 2023, "Learning to Select from Multiple Options", AAAI, AAAI Press, United States, pp. 12754--12762

Research Projects

Honors and Awards

Service

Service to Penn State:

Service to External Organizations: