Maria Antoniak

According to our database, Maria Antoniak authored at least 31 papers between 2015 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2025

Meaning Is Not A Metric: Using LLMs to make cultural context legible at scale.

Cody Kommers, Drew Hemment, Maria Antoniak, Joel Z. Leibo, Hoyt Long, Emily Robinson, Adam Sobey

CoRR, May, 2025

Cultural Evaluations of Vision-Language Models Have a Lot to Learn from Cultural Theory.

Srishti Yadav, Lauren Tilton, Maria Antoniak, Taylor Arnold, Jiaang Li, Siddhesh Pawar, Antonia Karamolegkou, Stella Frank, Zhaochong An, Negar Rostamzadeh, Daniel Hershcovich, Serge J. Belongie, Ekaterina Shutova

CoRR, May, 2025

Multi-Modal Framing Analysis of News.

Arnav Arora, Srishti Yadav, Maria Antoniak, Serge J. Belongie, Isabelle Augenstein

CoRR, March, 2025

Provocations from the Humanities for Generative AI Research.

Lauren F. Klein, Meredith Martin, André Brock, Maria Antoniak, Melanie Walsh, Jessica Marie Johnson, Lauren Tilton, David Mimno

CoRR, February, 2025

Automatic Detection of Research Values from Scientific Abstracts Across Computer Science Subfields.

Hang Jiang, Tal August, Luca Soldaini, Kyle Lo, Maria Antoniak

CoRR, February, 2025

Information-Guided Identification of Training Data Imprint in (Proprietary) Large Language Models.

Abhilasha Ravichander, Jillian Fisher, Taylor Sorensen, Ximing Lu, Maria Antoniak, Bill Yuchen Lin, Niloofar Mireshghallah, Chandra Bhagavatula, Yejin Choi

Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies, 2025

CulturalBench: A Robust, Diverse and Challenging Benchmark for Measuring LMs' Cultural Knowledge Through Human-AI Red-Teaming.

Yu Ying Chiu, Liwei Jiang, Bill Yuchen Lin, Chan Young Park, Shuyue Stella Li, Sahithya Ravi, Mehar Bhatia, Maria Antoniak, Yulia Tsvetkov, Vered Shwartz, Yejin Choi

Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2025

Research Borderlands: Analysing Writing Across Research Cultures.

Shaily Bhatt, Tal August, Maria Antoniak

Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2025

2024

LLMs as Research Tools: A Large Scale Survey of Researchers' Usage and Perceptions.

Zhehui Liao, Maria Antoniak, Inyoung Cheong, Evie Yu-Yen Cheng, Ai-Heng Lee, Kyle Lo, Joseph Chee Chang, Amy X. Zhang

CoRR, 2024

CulturalBench: a Robust, Diverse and Challenging Benchmark on Measuring the (Lack of) Cultural Knowledge of LLMs.

Yu Ying Chiu, Liwei Jiang, Bill Yuchen Lin, Chan Young Park, Shuyue Stella Li, Sahithya Ravi, Mehar Bhatia, Maria Antoniak, Yulia Tsvetkov, Vered Shwartz, Yejin Choi

CoRR, 2024

Trust No Bot: Discovering Personal Disclosures in Human-LLM Conversations in the Wild.

Niloofar Mireshghallah, Maria Antoniak, Yash More, Yejin Choi, Golnoosh Farnadi

CoRR, 2024

CulturalTeaming: AI-Assisted Interactive Red-Teaming for Challenging LLMs' (Lack of) Multicultural Knowledge.

Yu Ying Chiu, Liwei Jiang, Maria Antoniak, Chan Young Park, Shuyue Stella Li, Mehar Bhatia, Sahithya Ravi, Yulia Tsvetkov, Vered Shwartz, Yejin Choi

CoRR, 2024

The Afterlives of Shakespeare and Company in Online Social Readership.

Maria Antoniak, David Mimno, Rosamond Elizabeth Thalken, Melanie Walsh, Matthew Wilkens, Gregory Yauney

CoRR, 2024

Personalized Jargon Identification for Enhanced Interdisciplinary Communication.

Yue Guo, Joseph Chee Chang, Maria Antoniak, Erin Bransom, Trevor Cohen, Lucy Lu Wang, Tal August

Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers), 2024

Sensemaking about Contraceptive Methods across Online Platforms.

LeAnn McDowall, Maria Antoniak, David Mimno

Proceedings of the Eighteenth International AAAI Conference on Web and Social Media, 2024

NLP for Maternal Healthcare: Perspectives and Guiding Principles in the Age of LLMs.

Maria Antoniak, Aakanksha Naik, Carla S. Alvarado, Lucy Lu Wang, Irene Y. Chen

Proceedings of the 2024 ACM Conference on Fairness, Accountability, and Transparency, 2024

Sonnet or Not, Bot? Poetry Evaluation for Large Models and Datasets.

Melanie Walsh, Maria Antoniak, Anna Preus

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024

The Empirical Variability of Narrative Perceptions of Social Media Texts.

Joel Mire, Maria Antoniak, Elliott Ash, Andrew Piper, Maarten Sap

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

Where Do People Tell Stories Online? Story Detection Across Online Communities.

Maria Antoniak, Joel Mire, Maarten Sap, Elliott Ash, Andrew Piper

Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024

2023

Designing Guiding Principles for NLP for Healthcare: A Case Study of Maternal Health.

Maria Antoniak, Aakanksha Naik, Carla S. Alvarado, Lucy Lu Wang, Irene Y. Chen

CoRR, 2023

Reception History in Many Dimensions: New Research on Book Reviews.

Matthew J. Lavin, Melanie Walsh, Maria Antoniak, Yuerong Hu, Ted Underwood, David Bishop, Liza Senatorova, Wenyi Shang

Proceedings of the Annual International Conference of the Alliance of Digital Humanities Organizations, 2023

Riveter: Measuring Power and Social Dynamics Between Entities.

Maria Antoniak, Anjalie Field, Jimin Mun, Melanie Walsh, Lauren F. Klein, Maarten Sap

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics: System Demonstrations, 2023

2022

Heroes, Villains, and Victims, and GPT-3: Automated Extraction of Character Roles Without Training Data.

Dominik Stammbach, Maria Antoniak, Elliott Ash

CoRR, 2022

2021

Tags, Borders, and Catalogs: Social Re-Working of Genre on LibraryThing.

Maria Antoniak, Melanie Walsh, David Mimno

Proc. ACM Hum. Comput. Interact., 2021

Tecnologica cosa: Modeling Storyteller Personalities in Boccaccio's Decameron.

A. Feder Cooper, Maria Antoniak, Christopher De Sa, Marilyn Migiel, David Mimno

CoRR, 2021

Bad Seeds: Evaluating Lexical Methods for Bias Measurement.

Maria Antoniak, David Mimno

Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

2020

Replication and Computational Literary Studies.

Christof Schöch, Karina van Dalen-Oskam, Maria Antoniak, Fotis Jannidis, David Mimno

Proceedings of the 15th Annual International Conference of the Alliance of Digital Humanities Organizations, 2020

Cultural Analytics and the Book Review: Models, Methods, and Corpora.

Matthew J. Lavin, Kent Chang, Yuerong Hu, Wenyi Shang, Aniruddha Sharma, Shubhangi Singhal, Ted Underwood, Jessica Witte, Peizhen Wu, Dan Sinykin, Melanie Walsh, Maria Antoniak

Proceedings of the 15th Annual International Conference of the Alliance of Digital Humanities Organizations, 2020

2019

Narrative Paths and Negotiation of Power in Birth Stories.

Maria Antoniak, David Mimno, Karen Levy

Proc. ACM Hum. Comput. Interact., 2019

2018

Evaluating the Stability of Embedding-based Word Similarities.

Maria Antoniak, David Mimno

Trans. Assoc. Comput. Linguistics, 2018

2015

Leveraging Paraphrase Labels to Extract Synonyms from Twitter.

Maria Antoniak, Eric Bell, Fei Xia

Proceedings of the Twenty-Eighth International Florida Artificial Intelligence Research Society Conference, 2015