profile photo

The photo was taken by my best friend when we visited our high school in 2019. 🥰

Yu (Hope) Hou

Find me: [X]/[Bluesky] [GitHub] [LinkedIn] [Google Scholar] [Email] (houyu [at] umd [dot] edu)

Hi there! 👋

I am a third-year computer science PhD student at University of Maryland, College Park, fortunately advised by Prof. Rachel Rudinger and Prof. Hal Daumé III in the Computational Linguistics and Information Processing (CLIP) Lab. I earned my master degree from University of Southern California, where I worked with Prof. Nanyun Peng on natural language processing.

My research is in human-centered and socially aware NLP. I study how social factors like intergroup relationships are reflected in our language, and how AI-mediated communication influences our social connections, in either good or bad ways. To approach this, I am also curious about explaining and evaluating LLMs and understanding human behaviors. Broadly, I am interested in the intersection of NLP, HCI, and social psychology.

If you have any questions on my work or would like to chat, feel free to reach out! (˶ᵔ ᵕ ᵔ˶)

✨ Publications

 ACL 2025 
Yoo Yeon Sung*, Eve Fleisig*, Yu Hou, Ishan Upadhyay and Jordan Boyd-Graber
GRACE: A Granular Benchmark for Evaluating Model Calibration against Human Calibration [paper]

 

 NAACL 2025 
Yu Hou, Hal Daumé III and Rachel Rudinger
Language Models Predict Empathy Gaps Between Social In-groups and Out-groups [paper] [code]

 

 ICLR 2025 
Paola Cascante-Bonilla, Yu Hou, Yang Trista Cao, Hal Daumé III and Rachel Rudinger
Natural Language Inference Improves Compositionality in Vision-Language Models [paper] [project]

 

 EMNLP 2023 
Te-Lin Wu*, Zi-Yi Dou*, Qingyuan Hu*, Yu Hou, Nischal Chandra, Marjorie Freedman, Ralph Weischedel and Nanyun Peng
ACQUIRED: A Dataset for Answering Counterfactual Questions In Real-Life Videos [paper]

 

 AACL 2022 Findings 
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 2021 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]

✨ Experience

Summer 2025
Visiting Scholar, SCALE program (Johns Hopkins University) (Baltimore, MD)
📝 Topic: RAG for Request-Guided Summarization of Multilingual Sources
Summer 2024
Research Mentor, TRAILS SURF Program for Undergraduate (College Park, MD)
📝 Topic: AI Automated Video Hiring Systems for People with Disabilities
Summer 2023
Software Engineer, Flourish Science, Startup (Mountain View, CA)
Apr 2022 - Jan 2023
Software Engineer, Google, I18N NLP Localization team (Mountain View, CA)