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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 Sch├╝tze, 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:

 


 

About

The School of Electrical Engineering and Computer Science was created in the spring of 2015 to allow greater access to courses offered by both departments for undergraduate and graduate students in exciting collaborative research fields.

We offer B.S. degrees in electrical engineering, computer science, computer engineering and data science and graduate degrees (master's degrees and Ph.D.'s) in electrical engineering and computer science and engineering. EECS focuses on the convergence of technologies and disciplines to meet today’s industrial demands.

School of Electrical Engineering and Computer Science

The Pennsylvania State University

207 Electrical Engineering West

University Park, PA 16802

814-863-6740

Department of Computer Science and Engineering

814-865-9505

Department of Electrical Engineering

814-865-7667