Publications

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2026

Orchestrating GenAI for Interdisciplinary Research preprint HCI/social computing

Shirley Anugrah Hayati, Moyan Zhou, Patricia Anugrah Setiani, Ruizi Wang, Joseph Chee Chang, Dongyeop Kang

From Rubrics to Recipe: Principle-Centric Benchmark for Evaluating Large Language Models workshop NLP

Shirley Anugrah Hayati, Ruizi Wang, Dongyeop Kang
ACL 2026 Workshop on Evaluation in Practice: Methodological Rigor, Sociotechnical Perspectives, & Community Collaboration (EvalEval)

Effects of Varying LLM Access on Essay Writing Behavior workshop NLP

Julia Christenson, Karin de Langis, Shirley Anugrah Hayati, Dongyeop Kang
ACL 2026 Workshop on on Innovative Use of NLP for Building Educational Applications (BEA)

2025

Are LLM Agents Behaviorally Coherent? Latent Profiles for Social Simulation

James Mooney, Josef Woldense, Zheng Robert Jia, Shirley Anugrah Hayati, My Ha Nguyen, Vipul Raheja, Dongyeop Kang
Under review

Chain-of-Instructions: Compositional Instruction Tuning on Large Language Models conference NLP

Shirley Anugrah Hayati, Taehee Jung, Tristan Bodding-Long, Sudipta Kar, Abhinav Sethy, Joo-Kyung Kim, Dongyeop Kang
AAAI 2025

2024

How Far Can We Extract Diverse Perspectives from Large Language Models? conference NLP

Shirley Anugrah Hayati, Minhwa Lee, Dheeraj Rajagopal, Dongyeop Kang
In Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing (EMNLP) - Main Conference

Confidence Calibration and Rationalization for LLMs via Multi-Agent Deliberation workshop NLP

Ray Yang, Dheeraj Rajagopal, Shirley Anugrah Hayati, Bin Hu, Dongyeop Kang
Workshop on Reliable and Responsible Foundation Models (R2FM) at the International Conference on Learning Representations (ICLR)

Under the Surface: Tracking the Artifactuality of LLM-Generated Data preprint NLP

Debarati Das*, Karin de Langis*, Anna Martin*, Jaehyung Kim*, Minhwa Lee*, Zae Myung Kim*, Shirley Anugrah Hayati, Risako Owan, Bin Hu, Ritik Parkar, Ryan Koo, Jong Inn Park, Aahan Tyagi, Libby Ferland, Sanjali Roy, Vincent Liu, Dongyeop Kang

Consequences of Conflicts in Online Conversations conference HCI/social computing

Kristen M. Altenburger, Robert E. Kraut, Shirley Anugrah Hayati, Jane Yu, Kaiyan Peng, Yi-Chia Wang
The 18th International AAAI Conference on Web and Social Media (ICWSM)

2023

Werewolf Among Us: A Multimodal Dataset for Modeling Persuasion Behaviors in Social Deduction Games conference NLP

Bolin Lai, Hongxin Zhang, Miao Liu, Aryan Pariani, Fiona Ryan, Wenqi Jia, Shirley Anugrah Hayati, James M Rehg, Diyi Yang
Findings of the Association for Computational Linguistics (ACL)

StyLEx: Explaining Styles with Lexicon-Based Human Perception conference NLP

Shirley Anugrah Hayati, Kyumin Park, Dheeraj Rajagopal, Lyle Ungar, Dongyeop Kang
The 17th Conference of the European Chapter of the Association for Computational Linguistics (EACL) - Main Conference

2022

Modeling Motivational Interviewing Strategies on Online Peer-to-Peer Counseling Platforms conference HCI/social computing

Raj Sanjay Shah*, Faye Holt*, Shirley Anugrah Hayati, Aastha Agrawal, Yi-Chia Wang, Robert Kraut, Diyi Yang
The 25th ACM Conference On Computer-Supported Cooperative Work And Social Computing (CSCW)

2021

Does BERT Learn as Humans Perceive? Understanding Linguistic Styles through Lexica conference NLP

Shirley Anugrah Hayati, Dongyeop Kang, Lyle Ungar
In Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing (EMNLP) - Main Conference (Accceptance Rate: 17.9%)

DEUX: An Attribute-Guided Framework for Sociable Recommendation Dialog Systems preprint NLP

Yu Li, Shirley Anugrah Hayati, Weiyan Shi, Zhou Yu
arXiv preprint

2020

INSPIRED: Toward Sociable Recommendation Dialog Systems conference NLP

Shirley Anugrah Hayati, Dongyeop Kang, Qingxiaoyang Zhu, Weiyan Shi, Zhou Yu
In Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) - Main Conference (Acceptance Rate: 24.6%)

A Summary of the First Workshop on Language Technology for Language Documentation and Revitalization workshop NLP

Graham Neubig, Shruti Rijhwani, Alexis Palmer, Jordan MacKenzie, Hilaria Cruz, Xinjian Li, Matthew Lee, Aditi Chaudhary, Luke Gessler, Steven Abney, Shirley Anugrah Hayati, Antonios Anastasopoulos, Olga Zamaraeva, Emily Prud’hommeaux, Jennette Child, Sara Child, Rebecca Knowles, Sarah Moeller, Jeffrey Micher, Yiyuan Li, Sydney Zink, Mengzhou Xia, Roshan S Sharma, Patrick Littell
Proceedings of the 1st Joint Workshop on Spoken Language Technologies for Under-resourced languages (SLTU) and Collaboration and Computing for Under-Resourced Languages (CCURL) in LREC

2019 and older

What A Sunny Day β˜”: Toward Emoji-Sensitive Irony Detection workshop NLP

Aditi Chaudary*, Shirley Anugrah Hayati*, Naoki Otani*, Alan Black
The 5th Workshop on Noisy User-generated Text (W-NUT 2019) in EMNLP

Analyzing Incorporation of Emotion in Emoji Prediction workshop NLP

Shirley Anugrah Hayati* and Aldrian Obaja Muis*
The Tenth Workshop on Computational Approaches to Subjectivity, Sentiment and Social Media Analysis (WASSA) in NAACL

Real-Time Detection of Crowded Buses via Mobile Phones conference AI

Alex Haig, Shirley Anugrah Hayati, Anthony Tomasic
The Transportation Research Board (TRB) 98th Annual Meeting

Retrieval-Based Neural Code Generation conference NLP

Shirley Anugrah Hayati, Raphael Olivier, Pravalika Avvaru, Anthony Tomasic, Graham Neubig
In Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing (EMNLP)

Four-Factor Ranking Model on Building Oc-C-Gen: Occupation Chronology Generator conference NLP

Shirley Anugrah Hayati and Mirna Adriani
The 30th Pacific Asia Conference on Language, Information and Computation (PACLIC) (Accepted)

Short Text Classification on Complaint Documents journal NLP

Shirley Anugrah Hayati, Alfan Farizki Wicaksono, and Mirna Adriani
CICLing. International Journal of Computational Linguistics and Applications (IJCLA)

* = equal contributions