Yi Wu

Hi there! I am a Pre-doctoral M.S. student in Computer Science at The University of Chicago.

My research aims to fuse artificial and human intelligence, and find methods for each to boost each other. Specifically, I am interested in:

Language agents and their applications, especially unifying the cognitive concepts to create evolving language agents that are able to tackle complex reasoning and planning tasks.

I graduated from University of Wisconsin-Madison with a BS in Computer Sciences. I am very fortunate to work under the supervision of Prof. Junjie Hu, Prof. Timothy T. Rogers and Dr. Sean Chuang.

You can find my CV here.

publications

DistShift@NeurIPS

Evolving Domain Adaptation of Pretrained Language Models for Text Classification

Yun-Shiuan Chuang, Yi Wu, Dhruv Gupta, Rheeya Uppaal, Ananya Kumar, Luhang Sun, Makesh Narsimhan Sreedhar, Sijia Yang, Timothy T. Rogers, and Junjie Hu

In NeurIPS 2023 Workshop on Distribution Shifts: New Frontiers with Foundation Models, 2023

arXiv Bib HTML PDF Supp

@inproceedings{chuang2023evolving,
  title = {Evolving Domain Adaptation of Pretrained Language Models for Text Classification},
  author = {Chuang, Yun-Shiuan and Wu, Yi and Gupta, Dhruv and Uppaal, Rheeya and Kumar, Ananya and Sun, Luhang and Sreedhar, Makesh Narsimhan and Yang, Sijia and Rogers, Timothy T. and Hu, Junjie},
  booktitle = {NeurIPS 2023 Workshop on Distribution Shifts: New Frontiers with Foundation Models},
  year = {2023},
  eprint = {2311.09661},
  archiveprefix = {arXiv},
  primaryclass = {cs.CL},
  url = {https://openreview.net/forum?id=HSBV4cCheG},
}

WMT@EMNLP

KnowComp Submission for WMT23 Word-Level AutoCompletion Task

Yi Wu, Haochen Shi, Weiqi Wang, and Yangqiu Song

In Proceedings of the Eighth Conference on Machine Translation, Dec 2023

Bib HTML

@inproceedings{wu-etal-2023-knowcomp,
  title = {{K}now{C}omp Submission for {WMT}23 Word-Level {A}uto{C}ompletion Task},
  author = {Wu, Yi and Shi, Haochen and Wang, Weiqi and Song, Yangqiu},
  editor = {Koehn, Philipp and Haddow, Barry and Kocmi, Tom and Monz, Christof},
  booktitle = {Proceedings of the Eighth Conference on Machine Translation},
  month = dec,
  year = {2023},
  address = {Singapore},
  publisher = {Association for Computational Linguistics},
  url = {https://aclanthology.org/2023.wmt-1.79},
  doi = {10.18653/v1/2023.wmt-1.79},
  pages = {882--889}
}