NLP for Maternal Healthcare: Perspectives and Guiding Principles in the Age of LLMs
FAccT (2024)
Maria Antoniak, Aakanksha Naik, Carla S. Alvarado, Lucy Lu Wang, Irene Y. Chen
Where do people tell stories online? Story Detection Across Online Communities
Maria Antoniak, Joel Mire, Maarten Sap, Elliott Ash, Andrew Piper
Personalized Jargon Identification for Enhanced Interdisciplinary Communication
NAACL (2024)
Yue Guo, Joseph Chee Chang, Maria Antoniak, Erin Bransom, Trevor Cohen, Lucy Lu Wang, and Tal August
Sensemaking About Contraceptive Methods Across Online Platforms
ICWSM (2024)
LeAnn McDowall, Maria Antoniak, David Mimno
#BLM Insurgent Discourse, White Structures of Feeling, and the Fate of the 2020 “Racial Awakening”
New Literary History (forthcoming)
Long Le-Khac, Maria Antoniak, and Richard Jean So
The Afterlives of Shakespeare and Company in Online Social Readership
Journal of Cultural Analytics and Modernism/modernity (forthcoming)
Maria Antoniak, David Mimno, Rosamond Thalken, Melanie Walsh, Matthew Wilkens, and Gregory Yauney (all equal contributions)
Riveter: Measuring Power and Social Dynamics Between Entities
ACL (2023)
Maria Antoniak, Anjalie Field, Jimin Mun, Melanie Walsh, Lauren F. Klein, Maarten Sap
Narrative Datasets through the Lenses of NLP and HCI
NLP+HCI Workshop at NAACL (2022)
Sharifa Sultana, Renwen Zhang, Hajin Lim, Maria Antoniak
Heroes, Villains, and Victims, and GPT-3: Automated Extraction of Character Roles Without Training Data
Narrative Understanding Workshop at NAACL (2022)
Dominik Stammbach, Maria Antoniak, Elliott Ash
‘Tecnologica cosa’: Modeling Storyteller Personalities in Boccaccio’s Decameron
LaTeCH-CLfL Workshop at EMNLP (2021)
A. Feder Cooper, Maria Antoniak, Christopher De Sa, David Mimno, Marilyn Migiel
Bad Seeds: Evaluating Lexical Methods for Bias Measurement
ACL (2021)
Maria Antoniak and David Mimno
Tags, Borders, and Catalogs: Social Re-Working of Genre on LibraryThing
CSCW (2021)
Maria Antoniak, Melanie Walsh, and David Mimno
The Goodreads “Classics”: A Computational Study of Readers, Amazon, and Crowdsourced Amateur Criticism
Post45 x Cultural Analytics (2021)
Melanie Walsh and Maria Antoniak
Imagined examples of painful experiences provided by chronic low back pain patients and attributed a pain numerical rating score
Frontiers in Neuroscience (2020)
Robert Stewart Griffin, Maria Antoniak, Phuong Dinh Mac, Vladimir Kramskiy, Seth Waldman, David Mimno
Narrative Paths and Negotiation of Power in Birth Stories
CSCW (2019)
Maria Antoniak, David Mimno, and Karen Levy
Evaluating the Stability of Embedding-based Word Similarities
TACL (2018)
Maria Antoniak and David Mimno
Natural Language Processing Techniques on Oil and Gas Drilling Data
SPE Intelligent Energy Conference and Exhibition (2016)
Maria Antoniak, Jeff Dagliesh, and Justin Lo
Leveraging Paraphrase Labels to Extract Synonyms from Twitter
gFlorida Artificial Intelligence Research Society Conference (2015)
Maria Antoniak, Eric Bell, and Fei Xia