FinTOC-2019 Shared Task: Finding Title in Text Blocks

Open Webpage

Hanna Abi Akl, Anubhav Gupta, Dominique Mariko

Published: 30 Sept 2019, Last Modified: 13 May 2024OpenReview Archive Direct UploadEveryoneCC BY 4.0
Abstract: 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.