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06/21/2023
On Evaluation of Document Classification using RVL-CDIP
The RVL-CDIP benchmark is widely used for measuring performance on the t...
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03/16/2023
ShabbyPages: A Reproducible Document Denoising and Binarization Dataset
Document denoising and binarization are fundamental problems in the docu...
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10/14/2022
Evaluating Out-of-Distribution Performance on Document Image Classifiers
The ability of a document classifier to handle inputs that are drawn fro...
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08/30/2022
Augraphy: A Data Augmentation Library for Document Images
This paper introduces Augraphy, a Python package geared toward realistic...
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07/26/2022
A Survey of Intent Classification and Slot-Filling Datasets for Task-Oriented Dialog
Interest in dialog systems has grown substantially in the past decade. B...
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04/12/2022
Redwood: Using Collision Detection to Grow a Large-Scale Intent Classification Dataset
Dialog systems must be capable of incorporating new skills via updates o...
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08/05/2021
Exploring Out-of-Distribution Generalization in Text Classifiers Trained on Tobacco-3482 and RVL-CDIP
To be robust enough for widespread adoption, document analysis systems i...
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01/27/2021
LSOIE: A Large-Scale Dataset for Supervised Open Information Extraction
Open Information Extraction (OIE) systems seek to compress the factual p...
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09/04/2019
An Evaluation Dataset for Intent Classification and Out-of-Scope Prediction
Task-oriented dialog systems need to know when a query falls outside the...
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04/05/2019