David Mimno

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 48

Top Topics

Textual Documents

Computational Models

Top Venues

Proc. ACM Hum. Comput. Interact.

Publications

Hamed Rahimi, David Mimno, Jacob Louis Hoover, Hubert Naacke, Camélia Constantin, Bernd Amann
Contextualized Topic Coherence Metrics. EACL (Findings) (2024)
Maria Antoniak, David Mimno, Rosamond Elizabeth Thalken, Melanie Walsh, Matthew Wilkens, Gregory Yauney
The Afterlives of Shakespeare and Company in Online Social Readership. CoRR (2024)
Shayne Longpre, Gregory Yauney, Emily Reif, Katherine Lee, Adam Roberts, Barret Zoph, Denny Zhou, Jason Wei, Kevin Robinson, David Mimno, Daphne Ippolito
A Pretrainer's Guide to Training Data: Measuring the Effects of Data Age, Domain Coverage, Quality, & Toxicity. NAACL-HLT (2024)
Gregory Yauney, David Mimno
Stronger Random Baselines for In-Context Learning. CoRR (2024)
Rebecca M. M. Hicke, David Mimno
[Lions: 1] and [Tigers: 2] and [Bears: 3], Oh My! Literary Coreference Annotation with LLMs. CoRR (2024)
Andrea W. Wen-Yi, Kathryn Adamson, Nathalie Greenfield, Rachel Goldberg, Sandra Babcock, David Mimno, Allison Koenecke
Automate or Assist? The Role of Computational Models in Identifying Gendered Discourse in US Capital Trial Transcripts. CoRR (2024)
Andrea W. Wen-Yi, Unso Eun Seo Jo, Lu Jia Lin, David Mimno
How Chinese are Chinese Language Models? The Puzzling Lack of Language Policy in China's LLMs. CoRR (2024)
Marianne Aubin Le Quéré, Hope Schroeder, Casey Randazzo, Jie Gao, Ziv Epstein, Simon Tangi Perrault, David Mimno, Louise Barkhuus, Hanlin Li
LLMs as Research Tools: Applications and Evaluations in HCI Data Work. CHI Extended Abstracts (2024)
LeAnn McDowall, Maria Antoniak, David Mimno
Sensemaking about Contraceptive Methods across Online Platforms. ICWSM (2024)
Andrea W. Wen-Yi, David Mimno
Hyperpolyglot LLMs: Cross-Lingual Interpretability in Token Embeddings. EMNLP (2023)
Rosamond Elizabeth Thalken, Edward H. Stiglitz, David Mimno, Matthew Wilkens
Modeling Legal Reasoning: LM Annotation at the Edge of Human Agreement. EMNLP (2023)
Andrea W. Wen-Yi, David Mimno
Hyperpolyglot LLMs: Cross-Lingual Interpretability in Token Embeddings. CoRR (2023)
Rosamond Elizabeth Thalken, Edward H. Stiglitz, David Mimno, Matthew Wilkens
Modeling Legal Reasoning: LM Annotation at the Edge of Human Agreement. CoRR (2023)
Lyra D'Souza, David Mimno
The Chatbot and the Canon: Poetry Memorization in LLMs. CHR (2023)
Gregory Yauney, Emily Reif, David Mimno
Data Similarity is Not Enough to Explain Language Model Performance. EMNLP (2023)
Rebecca M. M. Hicke, David Mimno
T5 meets Tybalt: Author Attribution in Early Modern English Drama Using Large Language Models. CHR (2023)
Hamed Rahimi, Jacob Louis Hoover, David Mimno, Hubert Naacke, Camélia Constantin, Bernd Amann
Contextualized Topic Coherence Metrics. CoRR (2023)
Rosamond Elizabeth Thalken, Matthew Wilkens, David Mimno
Large Language Models and NER: better results with less work. DH (2023)
Shayne Longpre, Gregory Yauney, Emily Reif, Katherine Lee, Adam Roberts, Barret Zoph, Denny Zhou, Jason Wei, Kevin Robinson, David Mimno, Daphne Ippolito
A Pretrainer's Guide to Training Data: Measuring the Effects of Data Age, Domain Coverage, Quality, & Toxicity. CoRR (2023)
A. Feder Cooper, Katherine Lee, James Grimmelmann, Daphne Ippolito, Christopher Callison-Burch, Christopher A. Choquette-Choo, Niloofar Mireshghallah, Miles Brundage, David Mimno, Madiha Zahrah Choksi, Jack M. Balkin, Nicholas Carlini, Christopher De Sa, Jonathan Frankle, Deep Ganguli, Bryant Gipson, Andres Guadamuz, Swee Leng Harris, Abigail Z. Jacobs, Elizabeth Joh, Gautam Kamath, Mark Lemley, Cass Matthews, Christine McLeavey, Corynne McSherry, Milad Nasr, Paul Ohm, Adam Roberts, Tom Rubin, Pamela Samuelson, Ludwig Schubert, Kristen Vaccaro, Luis Villa, Felix Wu, Elana Zeide
Report of the 1st Workshop on Generative AI and Law. CoRR (2023)
Rebecca M. M. Hicke, David Mimno
T5 meets Tybalt: Author Attribution in Early Modern English Drama Using Large Language Models. CoRR (2023)
Gregory Yauney, Emily Reif, David Mimno
Data Similarity is Not Enough to Explain Language Model Performance. CoRR (2023)
LeAnn McDowall, Maria Antoniak, David Mimno
Sensemaking About Contraceptive Methods Across Online Platforms. CoRR (2023)
Jacob Eisenstein, Daniel Andor, Bernd Bohnet, Michael Collins, David Mimno
Honest Students from Untrusted Teachers: Learning an Interpretable Question-Answering Pipeline from a Pretrained Language Model. CoRR (2022)
Siddhartha Brahma, Polina Zablotskaia, David Mimno
Breaking BERT: Evaluating and Optimizing Sparsified Attention. CoRR (2022)
Maria Antoniak, David Mimno
Bad Seeds: Evaluating Lexical Methods for Bias Measurement. ACL/IJCNLP (1) (2021)
Gregory Yauney, David Mimno
Comparing Text Representations: A Theory-Driven Approach. EMNLP (1) (2021)
Maria Antoniak, Melanie Walsh, David Mimno
Tags, Borders, and Catalogs: Social Re-Working of Genre on LibraryThing. Proc. ACM Hum. Comput. Interact. 5 (CSCW1) (2021)
Moontae Lee, Sungjun Cho, Kun Dong, David Mimno, David Bindel
On-the-Fly Rectification for Robust Large-Vocabulary Topic Inference. CoRR (2021)
A. Feder Cooper, Maria Antoniak, Christopher De Sa, Marilyn Migiel, David Mimno
Tecnologica cosa: Modeling Storyteller Personalities in Boccaccio's Decameron. CoRR (2021)
Gregory Yauney, David Mimno
Comparing Text Representations: A Theory-Driven Approach. CoRR (2021)
Moontae Lee, Sungjun Cho, Kun Dong, David Mimno, David Bindel
On-the-fly Rectification for Robust Large-Vocabulary Topic Inference. ICML (2021)
Gregory Yauney, David Mimno
Network Analysis Finds Shifts in the History of Modern Architecture. DH (2020)
Moontae Lee, David Bindel, David Mimno
Prior-aware Composition Inference for Spectral Topic Models. AISTATS (2020)
Gregory Yauney, Jack Hessel, David Mimno
Domain-Specific Lexical Grounding in Noisy Visual-Textual Documents. CoRR (2020)
Laure Thompson, David Mimno
Constructing and Analyzing Short Science Fiction at Scale. DH (2020)
Dong Nguyen, Maria Liakata, Simon DeDeo, Jacob Eisenstein, David Mimno, Rebekah Tromble, Jane Winters
How We Do Things With Words: Analyzing Text as Social and Cultural Data. Frontiers Artif. Intell. 3 (2020)
Gregory Yauney, Jack Hessel, David Mimno
Domain-Specific Lexical Grounding in Noisy Visual-Textual Documents. EMNLP (1) (2020)
Laure Thompson, David Mimno
Topic Modeling with Contextualized Word Representation Clusters. CoRR (2020)
Christof Schöch, Karina van Dalen-Oskam, Maria Antoniak, Fotis Jannidis, David Mimno
Replication and Computational Literary Studies. DH (2020)
Jack Hessel, Lillian Lee, David Mimno
Unsupervised Discovery of Multimodal Links in Multi-image, Multi-sentence Documents. EMNLP/IJCNLP (1) (2019)
Taygun Kekeç, David Mimno, David M. J. Tax
Boosted negative sampling by quadratically constrained entropy maximization. Pattern Recognit. Lett. 125 (2019)
Jack Hessel, Lillian Lee, David Mimno
Unsupervised Discovery of Multimodal Links in Multi-Image, Multi-Sentence Documents. CoRR (2019)
Moontae Lee, Sungjun Cho, David Bindel, David Mimno
Practical Correlated Topic Modeling and Analysis via the Rectified Anchor Word Algorithm. EMNLP/IJCNLP (1) (2019)
Maria Antoniak, David Mimno, Karen Levy
Narrative Paths and Negotiation of Power in Birth Stories. Proc. ACM Hum. Comput. Interact. 3 (CSCW) (2019)
Dong Nguyen, Maria Liakata, Simon DeDeo, Jacob Eisenstein, David Mimno, Rebekah Tromble, Jane Winters
How we do things with words: Analyzing text as social and cultural data. CoRR (2019)
Maria Antoniak, David Mimno
Evaluating the Stability of Embedding-based Word Similarities. Trans. Assoc. Comput. Linguistics 6 (2018)
Laure Thompson, David Mimno
Authorless Topic Models: Biasing Models Away from Known Structure. COLING (2018)
David Mimno, Peter M. Broadwell, Timothy R. Tangherlini
The Telltale Hat: LDA and Classification Problems in a Large Folklore Corpus. DH (2014)
Robert K. Nelson, David Mimno, Travis Brown
Topic Modeling the Past. DH (2012)