Hi! I'm Xiaodong

About me

I am currently a Computer Science PhD student at University of Pennsylvania, as well as a research assistant in the Cognitive Computational Group, advised by Professor Dan Roth. Before coming to Penn, I was a master's student at University of Illinois, Urbana-Champaign. 

My research generally focuses on Natural Language Processing, and my research interests include Open-domain QA, Event/Entity Linking, Event/Entity Coreference Resolution, and Named Entity Recognition. My current research focuses on assessing and mitigating the hallucination of LLMs on factual knowledge. 

Email: xdyu AT seas DOT upenn DOT edu

[CV]

I'm looking for full-time Research Scientist job. Feel free to reach out!

Publications

Xiaodong Yu, Hao Cheng, Xiaodong Liu, Dan Roth, Jianfeng Gao

Conference of the North American Chapter of the Association for Computational Linguistics (NAACL findings), 2024

Link: [PDF]


Xiaodong Yu*, Ben Zhou*, Dan Roth (* Equal Contribution)

arXiv preprint, 2023

Link: [PDF]


Xiaodong Yu, Wenpeng Yin, Nitish Gupta, Dan Roth

Conference of the European Chapter of the Association for Computational Linguistics (EACL), 2023

Link: [PDF]


Ben Zhou, Kyle Richardson, Xiaodong Yu, Dan Roth

Conference on Empirical Methods in Natural Language Processing (EMNLP), 2022

Link: [PDF]


Zheng Qi, Elior Sulem, Haoyu Wang, Xiaodong Yu, Dan Roth

The 11th Joint Conference on Lexical and Computational Semantics (*SEM), 2022

Link: [PDF]


Xiaodong Yu, Wenpeng Yin, Dan Roth

The 11th Joint Conference on Lexical and Computational Semantics (*SEM), 2022

Link: [PDF]


Haoyang Wen, Ying Lin, Tuan Manh Lai, Xiaoman Pan, Sha Li, Xudong Lin, Ben Zhou, Manling Li, Haoyu Wang, Hongming Zhang, Xiaodong Yu, Alexander Dong, Zhenhailong Wang, Yi Ren Fung, Piyush Mishra, Qing Lyu, Dídac Surís, Brian Chen, Susan Windisch Brown, Martha Palmer, Chris Callison-Burch, Carl Vondrick, Jiawei Han, Dan Roth, Shih-Fu Chang, Heng Ji

Conference of the North American Chapter of the Association for Computational Linguistics (NAACL Demonstrations), 2021

Link: [PDF]


Xingyu Fu*, Weijia Shi*, Xiaodong Yu, Zian Zhao, Dan Roth

Conference on Empirical Methods in Natural Language Processing (EMNLP), 2020

Link: [PDF]

      

Xiaodong Yu, Stephen Mayhew, Mark Sammons, Dan Roth

Conference on Empirical Methods in Natural Language Processing (EMNLP), 2018

Link: [PDF]


Daniel Khashabi, Mark Sammons, Ben Zhou, Tom Redman, Christos Christodoulopoulos, Vivek Srikumar, Nicholas Rizzolo, Lev Ratinov, Guanheng Luo, Quang Do, Chen-Tse Tsai, Subhro Roy, Stephen Mayhew, Zhili Feng, John Wieting, Xiaodong Yu, Yangqiu Song, Shashank Gupta, Shyam Upadhyay, Naveen Arivazhagan, Qiang Ning, Shaoshi Ling, Dan Roth 

11th Language Resources and Evaluation Conference (LREC), 2018

Link: [PDF]

Education

PhD in Computer and Information Science

Advisor: Professor Dan Roth


Master of Science in Computer Science

Advisor: Professor Dan Roth


Bachelor of Science in Computer Science

Advisor: Professor Dan Roth


Electrical and Computer Engineering

Working Experience

Research Intern


Applied Scientist Intern


Research Intern