Literary Geography at Corpus Scale. - Matthew Wilkens (DH, 2013)

The Trace of Theory: Extracting Subsets from Large Collections. - Geoffrey Rockwell; Laura Mandell; Stéfan Sinclair; Matthew Wilkens; Boris Capitanu; J. Stephen Downie (DH, 2016)

Grounding Characters and Places in Narrative Text. - Sandeep Soni; Amanpreet Sihra; Elizabeth F. Evans; Matthew Wilkens; David Bamman (ACL (1), 2023)

Large Language Models and NER: better results with less work. - Rosamond Elizabeth Thalken; Matthew Wilkens; David Mimno (DH, 2023)

Modeling Legal Reasoning: LM Annotation at the Edge of Human Agreement. - Rosamond Elizabeth Thalken; Edward H. Stiglitz; David Mimno; Matthew Wilkens (EMNLP, 2023)

Grounding Characters and Places in Narrative Texts. - Sandeep Soni; Amanpreet Sihra; Elizabeth F. Evans; Matthew Wilkens; David Bamman (CoRR, 2023)

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)

Disentangling language change: sparse autoencoders quantify the semantic evolution of indigeneity in French. - Jacob Matthews; Laurent Dubreuil; Imane Terhmina; Yunci Sun; Matthew Wilkens; Marten van Schijndel (NAACL (Long Papers), 2025)

A City of Millions: Mapping Literary Social Networks At Scale. - Sil Hamilton; Rebecca M. M. Hicke; David Mimno; Matthew Wilkens (CoRR, 2025)

Tasks and Roles in Legal AI: Data Curation, Annotation, and Verification. - Allison Koenecke; Edward H. Stiglitz; David Mimno; Matthew Wilkens (CoRR, 2025)

Can Language Models Represent the Past without Anachronism? - Ted Underwood; Laura K. Nelson; Matthew Wilkens (CoRR, 2025)

Too Long, Didn't Model: Decomposing LLM Long-Context Understanding With Novels. - Sil Hamilton; Rebecca M. M. Hicke; Matthew Wilkens; David Mimno (CoRR, 2025)