posted by organizer: fintoc || 3059 views || tracked by 3 users: [display]

FinTOC 2020 : Financial Document Structure Extraction 2020


When N/A
Where Barcelona
Submission Deadline TBD
Categories    NLP   document analysis   LAYOUT

Call For Papers

First Call For Participation

FinTOC’2 shared task
Held at COLING 2020 as part of the FNP-FNS 2020 workshop.
13 September, Barcelona, Spain.

Shared Task URL:
Workshop URL:
Participation Form:


The FinTOC’2 shared task aims to bring together the community of researchers interested in Financial Document Processing and Document Layout Analysis to advance the state of the art in the automatic processing of financial documents. This task focuses on the automatic generation of reports' Table Of Contents (henceforth TOC), as it is a key building block in the semantic analysis of financial documents. Generating the TOC requires detecting the span of all document sections and subsections, identifying their titles, and organising them into a hierarchy. It is a well-known fact that extracting document structure is a key step in information processing. For example sections can be used to determine areas where algorithms can be applied, such as Information Extraction, thus reducing false positives rate and irrelevant noise.

This is the second edition of the FinTOC shared task which will be held at COLING 2020 in Barcelona (Spain) as part of the FNP-FNS 2020 workshop. Last year’s edition received significant interest, particularly on the Title Detection track. Our aim this year is to increase interest by:
- lowering the barriers to the entry to the TOC extraction track, and
- opening up the task to a new language: French. We are particularly interested in systems which can be applied to both English and French languages.

This second edition proposes two tracks: one track per language, and it will score systems on both Title detection and TOC generation performance. We have revised the task and greatly simplified data formats to make it as smooth as possible for every interested researcher to participate and submit their systems’ outputs at FinTOC’2.

Each of the participating teams will be asked to submit a short paper describing their methods and solutions to be presented at the workshop.


To register your interest in participating in FinTOC’2 shared task please use the following google form by no later than April 6th, 2020:

Important dates:
December 1st, 2020: Registration opens.
February 17th, 2020: Release of training set & scoring scripts.
March 23rd, 2020: Release of test set.
April 6th, 2020: Registration deadline.
April 13th, Submission deadline.
May 1st, 2020: Release of results.
Sep 13th, 2020: Workshop day.

For any questions on the shared task please contact us on:

Shared task organizers:
- Najah-Imane BENTABET, Fortia Financial Solutions
- Ismail El Maarouf, Fortia Financial Solutions
- Mahmoud El-Haj, Lancaster University
- Rémi Juge, Fortia Financial Solutions
- Sira Ferradans, Fortia Financial Solutions
- Dialekti Valsamou-Stanislawski, Fortia Financial Solutions

Related Resources

[WWW 2021] FinSBD-3 Shared Task 2021   Structure Boundary Detection, an extension of Sentence Boundary Detection in PDF Noisy Text in the Financial Domain
IJAD 2021   International Journal of Advanced Dermatology
SDP 2021   2nd Workshop on Scholarly Document Processing (SDP 2021) @ NAACL 2021
MECHATROJ 2021   Mechatronics and Applications: An International Journal (MECHATROJ)
NLP 2021   Call for Papers - “Information Extraction and NLP”
MLNLP 2021   2nd International Conference on Machine Learning Techniques and NLP
SDP Shared Tasks 2021   2nd Workshop on Scholarly Document Processing (SDP 2021) @ NAACL Shared Tasks
CSEIT 2021   8th International Conference on Computer Science, Engineering and Information Technology
DocEng 2021   21st ACM Symposium on Document Engineering
IJBISS 2021   International Journal of Business Information Systems Strategies