Stefan Larson

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 23

Top Topics

Document Images

Collision Detection

Open Information Extraction

Top Venues

Publications

Zhijian Li, Stefan Larson, Kevin Leach
Generating Hard-Negative Out-of-Scope Data with ChatGPT for Intent Classification. CoRR (2024)
Zhijian Li, Stefan Larson, Kevin Leach
Generating Hard-Negative Out-of-Scope Data with ChatGPT for Intent Classification. LREC/COLING (2024)
Alexander Groleau, Kok Wei Chee, Stefan Larson, Samay Maini, Jonathan Boarman
ShabbyPages: A Reproducible Document Denoising and Binarization Dataset. CoRR (2023)
Alexander Groleau, Kok Wei Chee, Stefan Larson, Samay Maini, Jonathan Boarman
Augraphy: A Data Augmentation Library for Document Images. ICDAR (3) (2023)
Stefan Larson, Gordon Lim, Kevin Leach
On Evaluation of Document Classifiers using RVL-CDIP. EACL (2023)
Stefan Larson, Gordon Lim, Kevin Leach
On Evaluation of Document Classification using RVL-CDIP. CoRR (2023)
Stefan Larson, Gordon Lim, Yutong Ai, David Kuang, Kevin Leach
Evaluating Out-of-Distribution Performance on Document Image Classifiers. CoRR (2022)
Stefan Larson, Kevin Leach
A Survey of Intent Classification and Slot-Filling Datasets for Task-Oriented Dialog. CoRR (2022)
Stefan Larson, Kevin Leach
Redwood: Using Collision Detection to Grow a Large-Scale Intent Classification Dataset. CoRR (2022)
Stefan Larson, Gordon Lim, Yutong Ai, David Kuang, Kevin Leach
Evaluating Out-of-Distribution Performance on Document Image Classifiers. NeurIPS (2022)
Stefan Larson, Kevin Leach
Redwood: Using Collision Detection to Grow a Large-Scale Intent Classification Dataset. SIGDIAL (2022)
Samay Maini, Alexander Groleau, Kok Wei Chee, Stefan Larson, Jonathan Boarman
Augraphy: A Data Augmentation Library for Document Images. CoRR (2022)
Jacob Solawetz, Stefan Larson
LSOIE: A Large-Scale Dataset for Supervised Open Information Extraction. EACL (2021)
Stefan Larson, Navtej Singh, Saarthak Maheshwari, Shanti Stewart, Uma Krishnaswamy
Exploring Out-of-Distribution Generalization in Text Classifiers Trained on Tobacco-3482 and RVL-CDIP. CoRR (2021)
Stefan Larson, Navtej Singh, Saarthak Maheshwari, Shanti Stewart, Uma Krishnaswamy
Exploring Out-of-Distribution Generalization in Text Classifiers Trained on Tobacco-3482 and RVL-CDIP. ICDAR Workshops (2) (2021)
Jacob Solawetz, Stefan Larson
LSOIE: A Large-Scale Dataset for Supervised Open Information Extraction. CoRR (2021)
Stefan Larson, Eric Guldan, Kevin Leach
Data Query Language and Corpus Tools for Slot-Filling and Intent Classification Data. LREC (2020)
Stefan Larson, Anthony Zheng, Anish Mahendran, Rishi Tekriwal, Adrian Cheung, Eric Guldan, Kevin Leach, Jonathan K. Kummerfeld
Iterative Feature Mining for Constraint-Based Data Collection to Increase Data Diversity and Model Robustness. EMNLP (1) (2020)
Stefan Larson, Adrian Cheung, Anish Mahendran, Kevin Leach, Jonathan K. Kummerfeld
Inconsistencies in Crowdsourced Slot-Filling Annotations: A Typology and Identification Methods. COLING (2020)
Stefan Larson, Anish Mahendran, Joseph J. Peper, Christopher Clarke, Andrew Lee, Parker Hill, Jonathan K. Kummerfeld, Kevin Leach, Michael A. Laurenzano, Lingjia Tang, Jason Mars
An Evaluation Dataset for Intent Classification and Out-of-Scope Prediction. EMNLP/IJCNLP (1) (2019)
Stefan Larson, Anish Mahendran, Joseph J. Peper, Christopher Clarke, Andrew Lee, Parker Hill, Jonathan K. Kummerfeld, Kevin Leach, Michael A. Laurenzano, Lingjia Tang, Jason Mars
An Evaluation Dataset for Intent Classification and Out-of-Scope Prediction. CoRR (2019)
Stefan Larson, Anish Mahendran, Andrew Lee, Jonathan K. Kummerfeld, Parker Hill, Michael A. Laurenzano, Johann Hauswald, Lingjia Tang, Jason Mars
Outlier Detection for Improved Data Quality and Diversity in Dialog Systems. CoRR (2019)
Stefan Larson, Anish Mahendran, Andrew Lee, Jonathan K. Kummerfeld, Parker Hill, Michael A. Laurenzano, Johann Hauswald, Lingjia Tang, Jason Mars
Outlier Detection for Improved Data Quality and Diversity in Dialog Systems. NAACL-HLT (1) (2019)