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12/20/2022
An Augmentation Strategy for Visually Rich Documents
Many business workflows require extracting important fields from form-li...
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09/14/2021
Everything Is All It Takes: A Multipronged Strategy for Zero-Shot Cross-Lingual Information Extraction
Zero-shot cross-lingual information extraction (IE) describes the constr...
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03/03/2021
Gradual Fine-Tuning for Low-Resource Domain Adaptation
Fine-tuning is known to improve NLP models by adapting an initial model ...
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12/03/2019
Reading the Manual: Event Extraction as Definition Comprehension
We propose a novel approach to event extraction that supplies models wit...
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11/09/2019
Multi-Sentence Argument Linking
We introduce a dataset with annotated Roles Across Multiple Sentences (R...
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03/25/2019