Matthew Wilkens

According to our database, Matthew Wilkens authored at least 18 papers between 2013 and 2026.

Collaborative distances:

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

2026

VERT: Reliable LLM Judges for Radiology Report Evaluation.

Federica Bologna, Jean-Philippe Corbeil, Matthew Wilkens, Asma Ben Abacha

CoRR, April, 2026

Computational hermeneutics: evaluating generative AI as a cultural technology.

Cody Kommers, Ruth Ahnert, Maria Antoniak, Emmanouil Benetos, Steve Benford, Mercedes Bunz, Baptiste Caramiaux, Shauna Concannon, Martin Disley, James Dobson, Yali Du, Edgar Duéñez-Guzmán, Kerry Francksen, Evelyn Gius, Jonathan W. Y. Gray, Ryan Heuser, Sarah Immel, Richard Jean So, Sang-won Leigh, Dalaki Livingston, Hoyt Long, Meredith Martin, Georgia Meyer, Daniela Mihai, Ashley Noel-Hirst, Kirsten Ostherr, Deven Parker, Yipeng Qin, Jessica Ratcliff, Emily Robinson, Karina Rodriguez, Adam Sobey, Ted Underwood, Aditya Vashistha, Matthew Wilkens, Youyou Wu, Yuan Zheng, Drew Hemment

Frontiers Artif. Intell., 2026

Too Long, Didn't Model: Decomposing LLM Long Context Understanding With Novels.

Sil Hamilton, Rebecca M. M. Hicke, Mia Ferrante, Matthew Wilkens, David Mimno

Proceedings of the 10th Joint SIGHUM Workshop on Computational Linguistics for Cultural Heritage, 2026

NarraBench: A Comprehensive Framework for Narrative Benchmarking.

Sil Hamilton, Matthew Wilkens, Andrew Piper

Proceedings of the 19th Conference of the European Chapter of the Association for Computational Linguistics, 2026

2025

LONGQAEVAL: Designing Reliable Evaluations of Long-Form Clinical QA under Resource Constraints.

Federica Bologna, Tiffany Pan, Matthew Wilkens, Yue Guo, Lucy Lu Wang

CoRR, October, 2025

Too Long, Didn't Model: Decomposing LLM Long-Context Understanding With Novels.

Sil Hamilton, Rebecca M. M. Hicke, Matthew Wilkens, David Mimno

CoRR, May, 2025

Can Language Models Represent the Past without Anachronism?

Ted Underwood, Laura K. Nelson, Matthew Wilkens

CoRR, May, 2025

Tasks and Roles in Legal AI: Data Curation, Annotation, and Verification.

Allison Koenecke, Edward H. Stiglitz, David Mimno, Matthew Wilkens

CoRR, April, 2025

A City of Millions: Mapping Literary Social Networks At Scale.

Sil Hamilton, Rebecca M. M. Hicke, David Mimno, Matthew Wilkens

CoRR, February, 2025

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

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

2024

Small Worlds: Measuring the Mobility of Characters in English-Language Fiction.

Matthew Wilkens

J. Comput. Lit. Stud., 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

2023

Grounding Characters and Places in Narrative Texts.

Sandeep Soni, Amanpreet Sihra, Elizabeth F. Evans, Matthew Wilkens, David Bamman

CoRR, 2023

Modeling Legal Reasoning: LM Annotation at the Edge of Human Agreement.

Rosamond Elizabeth Thalken, Edward H. Stiglitz, David Mimno, Matthew Wilkens

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

Large Language Models and NER: better results with less work.

Rosamond Elizabeth Thalken, Matthew Wilkens, David Mimno

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

Grounding Characters and Places in Narrative Text.

Sandeep Soni, Amanpreet Sihra, Elizabeth F. Evans, Matthew Wilkens, David Bamman

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

2016

The Trace of Theory: Extracting Subsets from Large Collections.

Geoffrey Rockwell, Laura Mandell, Stéfan Sinclair, Matthew Wilkens, Boris Capitanu, J. Stephen Downie

Proceedings of the 11th Annual International Conference of the Alliance of Digital Humanities Organizations, 2016

2013

Literary Geography at Corpus Scale.

Matthew Wilkens

Proceedings of the 8th Annual International Conference of the Alliance of Digital Humanities Organizations, 2013