David Mimno

David Mimno

Cornell University

H-index: 41

North America-United States

About David Mimno

David Mimno, With an exceptional h-index of 41 and a recent h-index of 34 (since 2020), a distinguished researcher at Cornell University, specializes in the field of Machine Learning, Text Mining, Topic Modeling, Digital Humanities.

His recent articles reflect a diverse array of research interests and contributions to the field:

Stronger Random Baselines for In-Context Learning

[Lions: 1] and [Tigers: 2] and [Bears: 3], Oh My! Literary Coreference Annotation with LLMs

The Afterlives of Shakespeare and Company in Online Social Readership

LLMs as Research Tools: Applications and Evaluations in HCI Data Work

Hyperpolyglot LLMs: Cross-lingual interpretability in token embeddings

Sensemaking About Contraceptive Methods Across Online Platforms

Data Similarity is Not Enough to Explain Language Model Performance

The Chatbot and the Canon: Poetry Memorization in LLMs

David Mimno Information

University

Position

Associate Professor

Citations(all)

12509

Citations(since 2020)

7009

Cited By

8450

hIndex(all)

41

hIndex(since 2020)

34

i10Index(all)

59

i10Index(since 2020)

51

Email

University Profile Page

Cornell University

Google Scholar

View Google Scholar Profile

David Mimno Skills & Research Interests

Machine Learning

Text Mining

Topic Modeling

Digital Humanities

Top articles of David Mimno

Title

Journal

Author(s)

Publication Date

Stronger Random Baselines for In-Context Learning

arXiv preprint arXiv:2404.13020

Gregory Yauney

David Mimno

2024/4/19

[Lions: 1] and [Tigers: 2] and [Bears: 3], Oh My! Literary Coreference Annotation with LLMs

arXiv preprint arXiv:2401.17922

Rebecca MM Hicke

David Mimno

2024/1/31

The Afterlives of Shakespeare and Company in Online Social Readership

arXiv preprint arXiv:2401.07340

Maria Antoniak

David Mimno

Rosamond Thalken

Melanie Walsh

Matthew Wilkens

...

2024/1/14

LLMs as Research Tools: Applications and Evaluations in HCI Data Work

Marianne Aubin Le Quéré

Hope Schroeder

Casey Randazzo

Jie Gao

Ziv Epstein

...

2024

Hyperpolyglot LLMs: Cross-lingual interpretability in token embeddings

arXiv preprint arXiv:2311.18034

Andrea W Wen-Yi

David Mimno

2023/11/29

Sensemaking About Contraceptive Methods Across Online Platforms

arXiv preprint arXiv:2301.09295

LeAnn McDowall

Maria Antoniak

David Mimno

2023/1/23

Data Similarity is Not Enough to Explain Language Model Performance

arXiv preprint arXiv:2311.09006

Gregory Yauney

Emily Reif

David Mimno

2023/11/15

The Chatbot and the Canon: Poetry Memorization in LLMs

Proceedings http://ceur-ws. org ISSN

Lyra D’Souza

David Mimno

2023

Report of the 1st Workshop on Generative AI and Law

arXiv preprint arXiv:2311.06477

A Feder Cooper

Katherine Lee

James Grimmelmann

Daphne Ippolito

Christopher Callison-Burch

...

2023/11/11

T5 meets Tybalt: Author Attribution in Early Modern English Drama Using Large Language Models

arXiv preprint arXiv:2310.18454

Rebecca MM Hicke

David Mimno

2023/10/27

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

arXiv preprint arXiv:2310.18440

Rosamond Thalken

Edward H Stiglitz

David Mimno

Matthew Wilkens

2023/10/27

Contextualized topic coherence metrics

arXiv preprint arXiv:2305.14587

Hamed Rahimi

Jacob Louis Hoover

David Mimno

Hubert Naacke

Camelia Constantin

...

2023/5/23

A Pretrainer's Guide to Training Data: Measuring the Effects of Data Age, Domain Coverage, Quality, & Toxicity

arXiv preprint arXiv:2305.13169

Shayne Longpre

Gregory Yauney

Emily Reif

Katherine Lee

Adam Roberts

...

2023/5/22

Breaking BERT: Evaluating and Optimizing Sparsified Attention

arXiv preprint arXiv:2210.03841

Siddhartha Brahma

Polina Zablotskaia

David Mimno

2022/10/7

Honest students from untrusted teachers: Learning an interpretable question-answering pipeline from a pretrained language model

arXiv preprint arXiv:2210.02498

Jacob Eisenstein

Daniel Andor

Bernd Bohnet

Michael Collins

David Mimno

2022/10/5

Support and Relationship Patterns in Endometriosis Narratives

Federica Bologna

Rosamond Thalken

David Mimno

Matthew Wilkens

2022

Comparing text representations: A theory-driven approach

arXiv preprint arXiv:2109.07458

Gregory Yauney

David Mimno

2021/9/15

Bad seeds: Evaluating lexical methods for bias measurement

Maria Antoniak

David Mimno

2021/8

On-the-Fly Rectification for Robust Large-Vocabulary Topic Inference

Moontae Lee

Sungjun Cho

Kun Dong

David Mimno

David Bindel

2021/7/1

Separating the wheat from the chaff: A topic and keyword-based procedure for identifying research-relevant text*✰

Poetics

Alicia Eads

Alexandra Schofield

Fauna Mahootian

David Mimno

Rens Wilderom

2021/6/1

See List of Professors in David Mimno University(Cornell University)