Yu (Hope) Hou

Find me: [Twitter] [GitHub] [LinkedIn] [Google Scholar] [Email] (houyu [at] usc [dot] edu)

Hi there! 👋

I am a PhD student at University of Maryland, College Park, working with Prof. Rachel Rudinger and Prof. Hal Daumé III. I earned my master’s degree from University of Southern California, where I worked with Prof. Nanyun Peng on natural language processing (NLP) research.

Broadly, I am interested in human-centered, socially aware and culturally aware NLP. I am passionate about learning languages from social perspectives and exploring intersections between linguistics and social psychology. I have been working on commonsense reasoning and bias and fairness in NLP.

Currently, I am learning how to make AI help people think positively. 🌿


Sunipa Dev*, Emily Sheng*, Jieyu Zhao*, Aubrie Amstutz*, Jiao Sun, Yu Hou, Mattie Sanseverino, Jiin Kim, Akihiro Nishi, Nanyun Peng and Kai-Wei Chang
On Measures of Biases and Harms in NLP [paper]


ACL'21 (Findings)
Shikhar Singh*, Nuan Wen*, Yu Hou, Pegah Alipoormolabashi, Te-lin Wu, Xuezhe Ma and Nanyun Peng
COM2SENSE: A Commonsense Reasoning Benchmark with Complementary Sentences [paper] [in BIG-bench tasks]


Qingjian Lin, Yu Hou and Ming Li
Self-Attentive Similarity Measurement Strategies in Speaker Diarization [paper]


Aug 2023 -
University of Maryland, College Park, PhD in Computer Science
Jan 2020 - Dec 2021
University of Southern California, MSc in Computer Science
Sep 2015 - June 2019
Beijing University of Posts and Telecommunications, BSc (Eng)


May 2023 - Aug 2023
Software Engineer, Flourish Science, Startup (Mountain View, CA)
Apr 2022 - Jan 2023
Software Engineer, Google, I18N NLP Localization team (Mountain View, CA)
May 2021 - Aug 2021
Software Dev Engineer Intern, Amazon, AWS EC2 PrivateLink team (Seattle, WA)
Sept 2019 - Dec 2019
Research Intern, Duke Kunshan University, SMIIP Lab led by Prof. Ming Li (Kunshan, China)


Fall 2021, Spring 2021
Teaching Assistant for CSCI 455x: Introduction to Programming Systems Design at University of Southern California
Fall 2019 (Session 2)
Teaching Assistant for STATS102: Introduction to Data Science at Duke Kunshan University