Stefan Larson

PhD student, Computer Science, Vanderbilt University

Joined

July 2019

Names

Stefan Larson

Emails

****@gmail.com (Confirmed)

****@skysync.com (Confirmed)

****@dryviq.com (Confirmed)

****@vanderbilt.edu (Confirmed)

Personal Links

Career & Education History

PhD student

Computer Science, Vanderbilt University (vanderbilt.edu)

2022 – Present

Researcher

SkySync (skysync.com)

2020 – 2023

Advisors, Relations & Conflicts

No relations added

Expertise

document classification

Present

out-of-distribution

Present

task-oriented dialog systems

Present

Publications

Generating Hard-Negative Out-of-Scope Data with ChatGPT for Intent Classification
Zhijian Li, Stefan Larson, Kevin Leach
- 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024)
- Readers: Everyone
On Evaluation of Document Classifiers using RVL-CDIP
Stefan Larson, Gordon Lim, Kevin Leach
- Published: 01 Jan 2023, Last Modified: 27 Jun 2023
- EACL 2023
- Readers: Everyone
Evaluating Out-of-Distribution Performance on Document Image Classifiers
Stefan Larson, Gordon Lim, Yutong Ai, David Kuang, Kevin Leach
- Published: 17 Sept 2022, Last Modified: 08 Feb 2026
- NeurIPS 2022 Datasets and Benchmarks
- Readers: Everyone
Redwood: Using Collision Detection to Grow a Large-Scale Intent Classification Dataset
Stefan Larson, Kevin Leach
- Published: 01 Jan 2022, Last Modified: 27 Jun 2023
- SIGDIAL 2022
- Readers: Everyone
Evaluating Out-of-Distribution Performance on Document Image Classifiers
Stefan Larson, Gordon Lim, Yutong Ai, David Kuang, Kevin Leach
- Published: 01 Jan 2022, Last Modified: 27 Jun 2023
- NeurIPS 2022
- Readers: Everyone
A Survey of Intent Classification and Slot-Filling Datasets for Task-Oriented Dialog
Stefan Larson, Kevin Leach
- Published: 01 Jan 2022, Last Modified: 27 Jun 2023
- CoRR 2022
- Readers: Everyone
Augraphy: A Data Augmentation Library for Document Images
Samay Maini, Alexander Groleau, Kok Wei Chee, Stefan Larson, Jonathan Boarman
- Published: 01 Jan 2022, Last Modified: 27 Jun 2023
- CoRR 2022
- Readers: Everyone
LSOIE: A Large-Scale Dataset for Supervised Open Information Extraction
Jacob Solawetz, Stefan Larson
- 2021 (modified: 15 Nov 2021)
- EACL 2021
- Readers: Everyone
Exploring Out-of-Distribution Generalization in Text Classifiers Trained on Tobacco-3482 and RVL-CDIP
Stefan Larson, Navtej Singh, Saarthak Maheshwari, Shanti Stewart, Uma Krishnaswamy
- 2021 (modified: 15 Nov 2021)
- ICDAR Workshops (2) 2021
- Readers: Everyone
Inconsistencies in Crowdsourced Slot-Filling Annotations: A Typology and Identification Methods
Stefan Larson, Adrian Cheung, Anish Mahendran, Kevin Leach, Jonathan K. Kummerfeld
- 2020 (modified: 13 Nov 2021)
- COLING 2020
- Readers: Everyone

View all 14 publications

Co-Authors

View all 28 co-authors