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05/15/2023
Document Understanding Dataset and Evaluation (DUDE)
We call on the Document AI (DocAI) community to reevaluate current metho...
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06/08/2022
STable: Table Generation Framework for Encoder-Decoder Models
The output structure of database-like tables, consisting of values struc...
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02/18/2021
Going Full-TILT Boogie on Document Understanding with Text-Image-Layout Transformer
We address the challenging problem of Natural Language Comprehension bey...
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11/06/2020
From Dataset Recycling to Multi-Property Extraction and Beyond
This paper investigates various Transformer architectures on the WikiRea...
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10/27/2020
Dynamic Boundary Time Warping for Sub-sequence Matching with Few Examples
The paper presents a novel method of finding a fragment in a long tempor...
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09/10/2020
Sparsifying Transformer Models with Differentiable Representation Pooling
We propose a novel method to sparsify attention in the Transformer model...
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06/15/2020
On the Multi-Property Extraction and Beyond
In this paper, we investigate the Dual-source Transformer architecture o...
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05/16/2020
ApplicaAI at SemEval-2020 Task 11: On RoBERTa-CRF, Span CLS and Whether Self-Training Helps Them
This paper presents the winning system for the propaganda Technique Clas...
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11/10/2019