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
PhD in Computer Science
Graduate Research Assistant
Interdisciplinary Doctoral Fellowship
ongoing
Georgia Institute of Technology
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
2021 – 2022
Carnegie Mellon University
Language Technologies Institute, School of Computer Science
Masters in Language Technologies
Graduate Research Assistant
2019
Universitas Indonesia
Fakultas Ilmu Komputer
Bachelor in Computer Science, Cum Laude
Research Assistant at the Information Retrieval Lab
2016

Work Experience

Graduate Research Assistant and Graduate Teaching Assistant
2022 – Present
Microsoft AI
Redmond, WA
Applied Scientist Intern
Summer 2025
Amazon Alexa AI and AGI
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
Research Intern
  • Worked on computational social science problem of understanding consequences of conflicts in Facebook groups (published at ICWSM 2024)
Summer 2022
Graduate Research Assistant
2021 – 2022
Research Specialist
  • Two publications about explainable linguistic styles at EMNLP 2021 (main conference) and EACL 2023 (main conference)
2020 – 2021
Research Assistant
  • Published and presented a long paper about sociable recommendation dialogue systems at EMNLP 2020 (main conference)
2019 – 2020
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)
NLP: Fall 2023, Fall 2024, Fall 2025
AI: Spring 2026
Graduate Teaching Assistant, Carnegie Mellon University
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
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
2020 – Present

Mentees:

Talks

Awards

Service

Area Chair

2027
2026
  • EACL 2026 and ACL 2026 (Computational Social Science, Cultural Analytics, and NLP for Social Good)
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
2024

Reviewing

2026
2025
2024
2023
2022
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
2022 – 2023
  • Member of International Student Advisory Board at UMN
2021
2017 – 2019
  • CMU Women @ School of Computer Science