I'm a PhD student in Computer Science at the University of Minnesota, Twin Cities, working with Dongyeop Kang.
Broadly, my research aims to combine NLP with human-computer interaction and computational social science.
Specifically, I am interested in:
I obtained my masters degree from Carnegie Mellon University Language Technologies Institute and my bachelor degree in computer science from Universitas Indonesia.
Before my PhD, I worked as a research specialist at the University of Pennsylvania with Lyle Ungar and Ian Barnett on stylistic studies, explainable NLP, and digital phenotyping.
StyLEx: Explaining Style Using Human Lexical Annotations
Shirley Anugrah Hayati, Kyumin Park, Dheeraj Rajagopal, Lyle Ungar, Dongyeop Kang
EACL 2023 Main Conference
Does BERT Learn as Humans Perceive? Understanding Linguistic Styles through Lexica
Shirley Anugrah Hayati, Dongyeop Kang, Lyle Ungar
EMNLP 2021 Main Conference
INSPIRED: Toward Sociable Recommendation Dialog Systems
Shirley Anugrah Hayati, Dongyeop Kang, Qingxiaoyang Zhu, Weiyan Shi, Zhou Yu
EMNLP 2020 Main Conference
Retrieval-Based Neural Code Generation
Shirley Anugrah Hayati, Raphael Olivier, Pravalika Avvaru, Anthony Tomasic, Graham Neubig
I grew up in Tangerang Selatan, Indonesia. My hobbies are writing stories, reading novels, drawing characters, making comics, learning new languages, and especially traveling. I also enjoy photography and video editing.
I've lived in four different regions in the US: East, West, South, and Midwest!
Spending two years in Pittsburgh makes me fall in love with vermillion leaves 🍂 in fall and snowy winter wonderland ❄️ (winter without snow is no fun!). Meanwhile, California keeps me excited in spring 🌹 and summer 🌻 How about Atlanta? You should try hiking with the trees! 🌳 For Minneapolis, 💦 water is a big plus ❤ And let's do snow activities here! ☃️⛸⛸⛷🏂
If you want to talk about computer science, research in human-centered NLP, or grad school, feel free to reach out to me! 😁
I like naming projects or characters, so if you want name ideas, ping me as well and I'll be happy to suggest one! 😉