Conference article

FinTOC-2019 Shared Task: Finding Title in Text Blocks

Hanna Abi Akl

Anubhav Gupta

Dominique Mariko

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Published in: Proceedings of the Second Financial Narrative Processing Workshop (FNP 2019), September 30, Turku Finland

Linköping Electronic Conference Proceedings 165:8, p. 58-62

NEALT Proceedings Series 40:8, p. 58-62

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Published: 2019-09-30

ISBN: 978-91-7929-997-2

ISSN: 1650-3686 (print), 1650-3740 (online)


As part of FNP Workshop Series, “Title Detection” is one of the two shared tasks proposed on Financial Document Structure Extraction. The objective of the task was to classify a given text block, that had been extracted from financial prospectuses in pdf format, as a title. Our DNN-based approach scored a weighted F1 of 97.16% on the test data.


finance, title, pdf


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