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Improving Information Extraction on Business Documents with Specific Pre-Training Tasks

• Authors : Douzon, Thibault; Duffner, Stefan; Garcia, Christophe ...

Subjects: Pre-Training; BIESO Decoding; TransformerLa Rochelle; France

• Source: Document Analysis Systems 15th IAPR International Workshop, DAS 2022 ; https://hal.science/hal-03676134 ; Document Analysis Systems 15th IAPR International Workshop, DAS 2022, May 2022, La Rochelle,

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Exploring NLP and Information Extraction to Jointly Address Question Generation and Answering

• Authors : Azevedo, Pedro; Leite, Bernardo; Cardoso, Henrique ...

Subjects: Question Generation; Question Answering; Named Entity RecognitionNeos Marmaras; Greece

• Source: IFIP Advances in Information and Communication Technology ; 16th IFIP International Conference on Artificial Intelligence Applications and Innovations (AIAI) ;

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Foundation Models for Information Extraction

• Authors : Paaß, Gerhard; Giesselbach, Sven

• Source: Artificial Intelligence: Foundations, Theory, and Algorithms ; Foundation Models for Natural Language Processing ; page 187-226 ; ISSN 2365-3051 2365-306X ; ISBN 9783031231896 9783031231902

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Assessing the Impact of Single and Pairwise Slot Constraints in a Factor Graph Model for Template-based Information Extraction

• Authors : ter Horst, Hendrik; Hartung, Matthias; Klinger, Roman

Subjects: Ontology-based Information Extraction; Slot Filling; Probabilistic Graphical Models

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Information Extraction from Invoices

• Authors : Hamdi, Ahmed; Carel, Elodie; Joseph, Aurélie ...

Subjects: Computer science; Context (language use); Invoices, Data Extraction, Features, Neural Networks

• Source: Document Analysis and Recognition – ICDAR 2021 ISBN: 9783030863302ICDAR (2)International Conference on Document Analysis and Recognition ICDAR 2021International Conference on

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An Effective System for Multi-format Information Extraction

• Authors : Xiaofeng Zhao; Feiliang Ren; Longhui Zhang

Subjects: Event (computing); business.industry; Computer science

• Source: Natural Language Processing and Chinese Computing ISBN: 9783030884826NLPCC (2)

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Kleister: Key Information Extraction Datasets Involving Long Documents with Complex Layouts

• Authors : Tomasz Stanisławek; Agnieszka K. Kaliska; Dawid Lipiński

Subjects: Information extraction; Information retrieval; Named-entity recognition

• Source: Document Analysis and Recognition – ICDAR 2021 ISBN: 9783030865481ICDAR (1)

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DocReader: Bounding-Box Free Training of a Document Information Extraction Model

• Authors : Marius Lehne; Shachar Klaiman

Subjects: Service (systems architecture); Information retrieval; Computer science

• Source: Document Analysis and Recognition – ICDAR 2021 ISBN: 9783030865481ICDAR (1)

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TabLeX: A Benchmark Dataset for Structure and Content Information Extraction from Scientific Tables

• Authors : Mayank Singh; Pratik Kayal; Harsh Desai

Subjects: Structure (mathematical logic); Source code; Computer science

• Source: Document Analysis and Recognition – ICDAR 2021 ISBN: 9783030863302ICDAR (2)

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A Span Extraction Approach for Information Extraction on Visually-Rich Documents

• Authors : Nguyen Hong Son; Hieu M. Vu; Minh-Tien Nguyen

Subjects: Information extraction; Downstream (software development); Computer science

• Source: Document Analysis and Recognition – ICDAR 2021 Workshops ISBN: 9783030861582ICDAR Workshops (2)

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