Extended Overview of DocILE 2023: Document Information Localization and Extraction

Result code in IS VaVaI

<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F68407700%3A21230%2F23%3A00371792" target="_blank" >RIV/68407700:21230/23:00371792 - isvavai.cz</a>

Result on the web

<a href="https://ceur-ws.org/Vol-3497/paper-049.pdf" target="_blank" >https://ceur-ws.org/Vol-3497/paper-049.pdf</a>

DOI - Digital Object Identifier

—

Result language

angličtina

Original language name

Extended Overview of DocILE 2023: Document Information Localization and Extraction

Original language description

This paper provides an overview of the DocILE 2023 Competition, its tasks, participant submissions, the competition results and possible future research directions. This first edition of the competition focused on two Information Extraction tasks, Key Information Localization and Extraction (KILE) and Line Item Recognition (LIR). Both of these tasks require detection of pre-defined categories of information in business documents. The second task additionally requires correctly grouping the information into tuples, capturing the structure laid out in the document. The competition used the recently published DocILE dataset and benchmark that stays open to new submissions. The diversity of the participant solutions indicates the potential of the dataset as the submissions included pure Computer Vision, pure Natural Language Processing, as well as multi-modal solutions and utilized all of the parts of the dataset, including the annotated, synthetic and unlabeled subsets. This is an extended version of the condensed overview paper [1].

Czech name

—

Czech description

—

Type

D - Article in proceedings

CEP classification

—

OECD FORD branch

10201 - Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)

Project

<a href="/en/project/EF16_019%2F0000765" target="_blank" >EF16_019/0000765: Research Center for Informatics</a><br>

Continuities

P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)

Publication year

2023

Confidentiality

S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Article name in the collection

Proceedings of the Working Notes of CLEF 2023

ISBN

—

ISSN

1613-0073

e-ISSN

—

Number of pages

26

Pages from-to

546-571

Publisher name

CEUR Workshop Proceedings

Place of publication

Aachen

Event location

Thessaloniki

Event date

Sep 18, 2023

Type of event by nationality

WRD - Celosvětová akce

UT code for WoS article

—