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Mathieu Sibue

dblp:359/0609 · DBLP profile ↗
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2ranked-venue papers
0as first author
2since 2021 · last 2025
—ORCID · none

Domains — the database's venue-derived domains; a paper can count in several

Artificial intelligence and machine learning · 2 · 2 since 2021

Expertise — from the expertise taxonomy: the topics of the expert's papers under the CCF categories. A weight counts papers with recency: 1 for a paper about the topic, 0.3 when the topic is its context, halved every five years.

Artificial intelligence
2 papers
Information extraction and text analysis · 71% Vision and language · 29%
Interdisciplinary, comprehensive, and emerging computing
1 paper
Computational social science and digital humanities · 100%

Topics — the 4 heaviest of 5, each with the papers that count most for it

TopicWeightPapersLastEvidence papers
Natural language and speech › Information extraction and text analysis › multilingual NLP
code-switched text processing
0.912025
AfroCS-xs: Creating a Compact, High-Quality, Human-Validated Code-Switched Dataset for African Languages · ACL (1) 2025
Natural language and speech › Information extraction and text analysis › document understanding
layout-aware document understanding
0.812024
DocLLM: A Layout-Aware Generative Language Model for Multimodal Document Understanding · ACL (1) 2024
Computer vision › Vision and language › multimodal understanding
multimodal document understanding
0.812024
DocLLM: A Layout-Aware Generative Language Model for Multimodal Document Understanding · ACL (1) 2024
Natural language and speech › Information extraction and text analysis
document understanding
0.212024
DocLLM: A Layout-Aware Generative Language Model for Multimodal Document Understanding · ACL (1) 2024

Methods — techniques the papers use, named apart from their topics

layout-aware modeling · 0.8generative language modeling · 0.8
YearPublicationVenuePosition
2025 AfroCS-xs: Creating a Compact, High-Quality, Human-Validated Code-Switched Dataset for African Languages
abstract
Kayode Olaleye, Arturo Oncevay, Mathieu Sibue, Nombuyiselo Zondi, Michelle Terblanche, Sibongile Mapikitla, Richard Lastrucci, Charese Smiley, Vukosi Marivate. Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers). 2025.
Kayode Olaleye, Arturo Oncevay, Mathieu Sibue, Nombuyiselo Zondi, Michelle Terblanche, Sibongile Mapikitla, Richard Lastrucci, Charese Smiley, Vukosi Marivate
ACL (1)3
2024 DocLLM: A Layout-Aware Generative Language Model for Multimodal Document Understanding
abstract
Dongsheng Wang, Natraj Raman, Mathieu Sibue, Zhiqiang Ma, Petr Babkin, Simerjot Kaur, Yulong Pei, Armineh Nourbakhsh, Xiaomo Liu. Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers). 2024.
Dongsheng Wang 0005, Natraj Raman, Mathieu Sibue, Petr Babkin, Simerjot Kaur, Yulong Pei, Armineh Nourbakhsh, Xiaomo Liu
ACL (1)3