Narrative Datasets through the Lenses of NLP and HCI
Sharifa Sultana, Renwen Zhang, Hajin Lim, Maria Antoniak
NLP+HCI Workshop at NAACL (2022)
[PDF]

Heroes, Villains, and Victims, and GPT-3: Automated Extraction of Character Roles Without Training Data
Dominik Stammbach, Maria Antoniak, Elliott Ash
Narrative Understanding Workshop at NAACL (2022)
[PDF]

Tecnologica cosa’: Modeling Storyteller Personalities in Boccaccio’s Decameron
A. Feder Cooper, Maria Antoniak, Christopher De Sa, David Mimno, Marilyn Migiel
LaTeCH-CLfL Workshop at EMNLP (2021)
[PDF]

Bad Seeds: Evaluating Lexical Methods for Bias Measurement
Maria Antoniak and David Mimno
ACL (2021)
[PDF] [Lexicons + Code] [Press]

Tags, Borders, and Catalogs: Social Re-Working of Genre on LibraryThing
Maria Antoniak, Melanie Walsh, and David Mimno
CSCW (2021)
[PDF] [ACM Digital Library] [Data] [Slides]

The Goodreads “Classics”: A Computational Study of Readers, Amazon, and Crowdsourced Amateur Criticism
Melanie Walsh and Maria Antoniak
Post45 x Cultural Analytics (2021)
[PDF] [Post45] [Cultural Analytics]] [Code] [Interactive Plots]

Imagined examples of painful experiences provided by chronic low back pain patients and attributed a pain numerical rating score
Robert Stewart Griffin, Maria Antoniak, Phuong Dinh Mac, Vladimir Kramskiy, Seth Waldman, David Mimno
Frontiers in Neuroscience (2020)
[PDF]

Narrative Paths and Negotiation of Power in Birth Stories
Maria Antoniak, David Mimno, and Karen Levy
CSCW (2019)
[PDF] [ACM Digital Library] [Slides] [Blog] [Press] [Podcast] [Code]

Evaluating the Stability of Embedding-based Word Similarities
Maria Antoniak and David Mimno
TACL (2018)
[PDF] [ACL Anthology] [Slides] [Video] [Code]

Natural Language Processing Techniques on Oil and Gas Drilling Data
Maria Antoniak, Jeff Dagliesh, and Justin Lo
SPE Intelligent Energy Conference and Exhibition (2016)
[PDF]

Leveraging Paraphrase Labels to Extract Synonyms from Twitter
Maria Antoniak, Eric Bell, and Fei Xia
Proceedings of the Florida Artificial Intelligence Research Society Conference (2015)
[PDF]