Stefan Larson

Vanderbilt University — United States

Computer Science · Physical Sciences

14h-index1.5kcitations43works0.32yr avg
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Research Topics

Topic Modeling(14), Protein Structure and Dynamics(11), Enzyme Structure and Function(10), Natural Language Processing Techniques(9), RNA and protein synthesis mechanisms(6)

Publications43 total

Spurious Cues in RVL-CDIP and Tobacco3482 Document Classification: The Case of ID Codes
2025Open Access
Document Classification using File Names
2025· 1 citedOpen Access
Robust Testing for Deep Learning using Human Label Noise
2025
Label Errors in the Tobacco3482 Dataset
arXiv (Cornell University)·2024Open Access
Robust Testing for Deep Learning using Human Label Noise
arXiv (Cornell University)·2024Open Access
Towards Fair Pay and Equal Work: Imposing View Time Limits in Crowdsourced Image Classification
arXiv (Cornell University)·2024Open Access
Document Classification using File Names
arXiv (Cornell University)·2024Open Access
Generating Hard-Negative Out-of-Scope Data with ChatGPT for Intent Classification
arXiv (Cornell University)·2024· 1 citedOpen Access
De-Identification of Sensitive Personal Data in Datasets Derived from IIT-CDIP
2024· 1 citedOpen Access
On Evaluation of Document Classification using RVL-CDIP
arXiv (Cornell University)·2023Open Access
ShabbyPages: A Reproducible Document Denoising and Binarization Dataset
arXiv (Cornell University)·2023· 1 citedOpen Access
Augraphy: A Data Augmentation Library for Document Images
Lecture notes in computer science·2023· 15 cited
On Evaluation of Document Classification with RVL-CDIP
2023· 11 citedOpen Access
Evaluating Out-of-Distribution Performance on Document Image Classifiers
arXiv (Cornell University)·2022· 2 citedOpen Access
Augraphy: A Data Augmentation Library for Document Images
arXiv (Cornell University)·2022Open Access
A Survey of Intent Classification and Slot-Filling Datasets for Task-Oriented Dialog
arXiv (Cornell University)·2022· 9 citedOpen Access
Redwood: Using Collision Detection to Grow a Large-Scale Intent Classification Dataset
arXiv (Cornell University)·2022Open Access
Redwood: Using Collision Detection to Grow a Large-Scale Intent Classification Dataset
2022· 5 citedOpen Access
Exploring Out-of-Distribution Generalization in Text Classifiers Trained\n on Tobacco-3482 and RVL-CDIP
arXiv (Cornell University)·2021Open Access
LSOIE: A Large-Scale Dataset for Supervised Open Information Extraction
2021· 2 citedOpen Access
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Frequent Co-authors

Kevin Leach(21), Jonathan K. Kummerfeld(8), Alan R. Davidson(7), Anish Mahendran(7), Gordon Lim(7), Vijay S. Pande(6), Parker Hill(5), Michael A. Laurenzano(5), Lingjia Tang(5), Jason Mars(5), John R. Desjarlais(3), Andrew Lee(3), Johann Hauswald(3), Alexander Groleau(3), Kok Wei Chee(3), Samay Maini(3), Jonathan Boarman(3), Michael R. Shirts(2), Christopher D. Snow(2), Ariel A. Di Nardo(2)