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04/28/2023
CCpdf: Building a High Quality Corpus for Visually Rich Documents from Web Crawl Data
In recent years, the field of document understanding has progressed a lo...
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05/12/2021
Kleister: Key Information Extraction Datasets Involving Long Documents with Complex Layouts
The relevance of the Key Information Extraction (KIE) task is increasing...
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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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03/04/2020
Kleister: A novel task for Information Extraction involving Long Documents with Complex Layout
State-of-the-art solutions for Natural Language Processing (NLP) are abl...
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02/19/2020
LAMBERT: Layout-Aware language Modeling using BERT for information extraction
In this paper we introduce a novel approach to the problem of understand...
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11/10/2019