Third-person Bio
Shirley A. Hayati is a PhD candidate in computer science at the University of Minnesota. She received her MS in language technologies from Carnegie Mellon University and BS in computer science from Universitas Indonesia. Her research interests lie in the field of human-centered natural language processing, including diversity extraction and alignment, stylistic analyses, explainable NLP, human-AI collaboration, and computational social science. She has served as an organizer at EMNLP workshop on Customizable NLP, a diversity & inclusion chair for NAACL 2022, and a reviewer for multiple ACL conferences. She actively promotes diversity in tech by volunteering and participating in CMU Women@SCS and Grace Hopper celebration.
Education
University of Minnesota, Twin Cities
College of Science and Engineering
College of Science and Engineering
PhD in Computer Science
Graduate Research Assistant
Interdisciplinary Doctoral Fellowship
Graduate Research Assistant
Interdisciplinary Doctoral Fellowship
ongoing
Georgia Institute of Technology
School of Interactive Computing, College of Computing
School of Interactive Computing, College of Computing
PhD in Human-Centered Computing
Transferred to UMN
Graduate Research Assistant
Fellowship for full tuition and stipend for 5 years, part of NSF AI Caring
Transferred to UMN
Graduate Research Assistant
Fellowship for full tuition and stipend for 5 years, part of NSF AI Caring
2021 – 2022
Carnegie Mellon University
Language Technologies Institute, School of Computer Science
Language Technologies Institute, School of Computer Science
Masters in Language Technologies
Graduate Research Assistant
Graduate Research Assistant
2019
Universitas Indonesia
Fakultas Ilmu Komputer
Fakultas Ilmu Komputer
Bachelor in Computer Science, Cum Laude
Research Assistant at the Information Retrieval Lab
Research Assistant at the Information Retrieval Lab
2016
Work Experience
University of Minnesota
Minneapolis, MN
Minneapolis, MN
Graduate Research Assistant and Graduate Teaching Assistant
2022 – Present
Amazon Alexa AI and AGI
Bellevue, WA
Bellevue, WA
Research Intern
- Constructed a new dataset for compositional instructions to train large language models on complex problems (published at AAAI 2025)
- Developed alignment method with instruction-tuning and RLHF for modeling diverse opinions by people from various demographic backgrounds on LLMs using World Value Survey and Pew's Dataset
Summer 2023
Summer 2024
Summer 2024
Meta/Facebook AI Research
Menlo Park, CA
Menlo Park, CA
Research Intern
- Worked on computational social science problem of understanding consequences of conflicts in Facebook groups (published at ICWSM 2024)
Summer 2022
Research Specialist
- Two publications about explainable linguistic styles at EMNLP 2021 (main conference) and EACL 2023 (main conference)
2020 – 2021
University of California
Davis, CA
Davis, CA
Research Assistant
- Published and presented a long paper about sociable recommendation dialogue systems at EMNLP 2020 (main conference)
2019 – 2020
Carnegie Mellon University
Pittsburgh, PA
Pittsburgh, PA
Graduate Research Assistant and Graduate Teaching Assistant
2017 – 2019
Teaching Assistant and Research Assistant
- Published 2 papers in a computational linguistics journal and a conference
2013 – 2017
Teaching and Mentoring
Teaching
Graduate Teaching Assistant, University of Minnesota
Natural Language Processing (CSCI 5541) and Artificial Intelligence (CSCI 4511)
Natural Language Processing (CSCI 5541) and Artificial Intelligence (CSCI 4511)
NLP: Fall 2023, Fall 2024, Fall 2025
AI: Spring 2026
AI: Spring 2026
Graduate Teaching Assistant, Carnegie Mellon University
Natural Language Processing (11-411/11-611), working with Prof. Alan Black and David Mortensen
Natural Language Processing (11-411/11-611), working with Prof. Alan Black and David Mortensen
Fall 2017
Teaching Assistant, Universitas Indonesia
Natural Language Processing, Artificial Intelligence, Declarative Programming, Calculus, Linear Algebra
Natural Language Processing, Artificial Intelligence, Declarative Programming, Calculus, Linear Algebra
2013 – 2017
Mentoring
Mentored early PhD, masters, and undergraduate students
Published papers in CSCW 2022, EACL 2023, ICLR 2024 Workshop, EMNLP 2024, ACL EvalEval 2026
Published papers in CSCW 2022, EACL 2023, ICLR 2024 Workshop, EMNLP 2024, ACL EvalEval 2026
2020 – Present
Mentees:
- Su Yeon Han (BS CS, UMN)
- Jingcheng Liang (BS CS, UMN)
- Khanh Chi Le (PhD CS, UMN) 📄
- Patricia Anugrah Setiani (MS CS, UMN) 📄 📄
- Ruizi Wang (MS Robotics, UMN) 📄 📄 📄
- Ritik Sachin Parkar (MS Robotics, UMN → Thomson Reuters)
- Jong Inn Park (MS Data Science, UMN)
- Minhwa Lee (Visiting scholar, UMN → Mayo Clinic) 📄
- Ruixin "Ray" Yang (BS CS, UBC → MS CS, Georgia Tech) 📄
- Raj Shah (MS CS, Georgia Tech → PhD, Georgia Tech) 📄
- Faye Holt (BS CS, Georgia Tech → MS, Georgia Tech) 📄
- Yang He (MS CS, UMN → Google)
- Miguel Miguélez Díaz (MS CS, UMN → Amazon)
- Kyumin Park (MS CS, KAIST) 📄
- Yoo Li (MS CS, UC Davis → PhD, Columbia University) 📄
Talks
- Panelist at CSCI 8001 (Introduction to Research in Computer Science) for 1st-year PhD students at UMN · Fall 2026
- Guest lecture on "Human-AI Collaboration" at NLP course at UMN · Fall 2025
- Invited Speaker at Google Developers Group DevFestMN 2024 · December 2024
- Guest lecture on "Ethics and Explainability" at NLP course at UMN · Fall 2024
- GroupLens at UMN: How Far Can We Extract Diverse Perspectives from Large Language Models? · February 2024
- Guest lecture on "Ethics in AI" at NLP course at UMN · Fall 2023
- University of Notre Dame NLP Lunch Seminar · 2023
- Naver-Minnesota NLP Mixup - Student Research Showcase: Lexical Explanations for Styles · December 2022
- Jakarta Machine Learning & Google Developers Space: Human-Centered NLP: From Understanding and Generation to Explanation · April 2022
- University of Minnesota NLP Seminar: Understanding Styles in NLP · October 2021
- Lab Visit with Conversational AI and Social Analytics (CAISA) Lab, Philipps Universität Marburg in Germany · October 2021
Awards
- Conference Travel Grant of $900, UMN Council of Graduate Students · 2026
- Interdisciplinary Doctoral Fellowship, University of Minnesota · 2026 – 2027
- Midwest Speech and Language Days Travel Grant · 2024
- Computing Research Association - Widening Participation Grad Cohort for Women, San Francisco · 2023
- Grace Hopper Celebration Scholarship, Georgia Institute of Technology · 2021
- Full funding for tuition and stipend for graduate studies at CMU, Georgia Tech, and University of Minnesota
- Cum Laude, Highest GPA in the University, Universitas Indonesia · 2016
- Top 10 Finalist for Data Mining Competition for College Students, Indonesia (Gemastik) · 2015
- Silver medalist for UX Design National Competition for College Students, Indonesia (Gemastik) · 2014
Service
Area Chair
2027
2026
2025
- EMNLP 2025 (Human-centered NLP)
- ACL 2025 (Human-centered NLP; Computational Social Science and Cultural Analytics; Dialogue and Interactive Systems; Ethics, Bias, and Fairness)
Workshop Organizing
2026
- CustomNLP4U Workshop (Customizable NLP) at ACL 2026, Organizer
2024
- CustomNLP4U Workshop (Customizable NLP) at EMNLP 2024, Organizer
Reviewing
2026
2025
- ICWSM 2025, AAAI 2025
2023
- ARR, EACL 2023, AAAI 2023, ICWSM 2023, In2Writing at CHI 2023 Workshop
2022
- ARR (including NAACL 2022 and ACL 2022), AACL 2022, 5th Workshop on NLP+CSS at EMNLP 2022, In2Writing at ACL 2022 Workshop
2021
2018
- CMU LTI Student Symposium
Community and Volunteering
2026
- Lead for Human Lens subgroup (Fall 2026)
- Student Host for the Minnesota NLP Seminar Series
- Minnesota NLP lab meeting coordinator (Spring 2026)
2024
- ACL Rolling Review Communication Team Volunteer
- Student Host for CSE Faculty Candidate Visit and Cray Distinguished Speaker Series at UMN
2023
- Machine Learning Instructor at Bangkit (career readiness courses initiated by Google, and Indonesian tech companies)
- Volunteer for CSE PhD Student Visit at UMN
2022
- Minnesota NLP seminar organizer (Fall 2022)
- Minnesota NLP lab meeting coordinator (Fall 2022)
- Leader for SALT Lab's NLP for Mental Health Group
2020 – 2021
- Volunteer Scholarship for EMNLP 2020, NAACL 2021, ACL 2021
2016 – Present
- ACL Member
Diversity and Inclusion
2023
- Mentor for A Friend in STEM program at UMN
2022
- Diversity and Inclusion Chair, NAACL 2022
2022 – 2023
- Member of International Student Advisory Board at UMN
2021
- Founder and Organizer for Georgia Tech Graduate Application Support (GT-GAS), a program to help underrepresented PhD applicants @College of Computing, Georgia Tech
- Georgia Tech Women @ College of Computing
2017 – 2019
- CMU Women @ School of Computer Science