Publications

2024

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

Chain-of-Instructions: Compositional Instruction Tuning on Large Language Models
Shirley Anugrah Hayati, Taehee Jung, Tristan Bodding-Long, Sudipta Kar, Abhinav Sethy, Joo-Kyung Kim, Dongyeop Kang
Under the Surface: Tracking the Artifactuality of LLM-Generated Data
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
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
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
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
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
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%)

2020

INSPIRED: Toward Sociable Recommendation Dialog Systems
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%)

Code & Data | Slides | Video

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

What A Sunny Day ☔: Toward Emoji-Sensitive Irony Detection
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
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
Alex Haig, Shirley Anugrah Hayati, Anthony Tomasic

The Transportation Research Board (TRB) 98th Annual Meeting

2018

Retrieval-Based Neural Code Generation
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)

Code | Slides | Video

2016

Four-Factor Ranking Model on Building Oc-C-Gen: Occupation Chronology Generator
Shirley Anugrah Hayati and Mirna Adriani

The 30th Pacific Asia Conference on Language, Information and Computation (PACLIC) (Accepted)

Short Text Classification on Complaint Documents
Shirley Anugrah Hayati, Alfan Farizki Wicaksono, and Mirna Adriani

CICLing. International Journal of Computational Linguistics and Applications (IJCLA)

* = equal contributions