Kleister: A novel task for Information Extraction involving Long
Documents with Complex Layout

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Kleister: A novel task for Information Extraction involving Long Documents with Complex Layout

4 March 2020

Filip Graliñski

Tomasz Stanislawek

Anna Wróblewska

Dawid Lipiñski

Agnieszka Kaliska

Paulina Rosalska

Bartosz Topolski

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Papers citing "Kleister: A novel task for Information Extraction involving Long Documents with Complex Layout"

10 / 10 papers shown

Title
BERTgrid: Contextualized Embedding for 2D Document Representation and Understanding Timo I. Denk C. Reisswig VOS 55 112 0 11 Sep 2019
RoBERTa: A Robustly Optimized BERT Pretraining Approach Yinhan Liu Myle Ott Naman Goyal Jingfei Du Mandar Joshi Danqi Chen Omer Levy M. Lewis Luke Zettlemoyer Veselin Stoyanov AIMat 700 24,572 0 26 Jul 2019
One-shot Information Extraction from Document Images using Neuro-Deductive Program Synthesis Vishal Sunder A. Srinivasan Lovekesh Vig Gautam M. Shroff Rohit Rahul NAI 11 17 0 06 Jun 2019
FUNSD: A Dataset for Form Understanding in Noisy Scanned Documents Guillaume Jaume H. K. Ekenel Jean-Philippe Thiran 170 372 0 27 May 2019
CUTIE: Learning to Understand Documents with Convolutional Universal Text Information Extractor Xiaohui Zhao Endi Niu Zhuo Wu Xiaoguang Wang 61 56 0 29 Mar 2019
Graph Convolution for Multimodal Information Extraction from Visually Rich Documents Xiaojing Liu Feiyu Gao Qiong Zhang Huasha Zhao 78 183 0 27 Mar 2019
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 1.8K 95,324 0 11 Oct 2018
Chargrid: Towards Understanding 2D Documents Anoop R. Katti C. Reisswig Cordula Guder Sebastian Brarda S. Bickel Johannes Höhne Jean Baptiste Faddoul 76 195 0 24 Sep 2018
Deep contextualized word representations Matthew E. Peters Mark Neumann Mohit Iyyer Matt Gardner Christopher Clark Kenton Lee Luke Zettlemoyer NAI 235 11,569 0 15 Feb 2018
WikiReading: A Novel Large-scale Language Understanding Task over Wikipedia D. Hewlett Alexandre Lacoste Llion Jones Illia Polosukhin Andrew Fandrianto Jay Han Matthew Kelcey David Berthelot RALM 82 139 0 11 Aug 2016

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