Bonaventure F. P. Dossou

Bonaventure F. P. Dossou

Jacobs University Bremen

H-index: 9

Europe-Germany

About Bonaventure F. P. Dossou

Bonaventure F. P. Dossou, With an exceptional h-index of 9 and a recent h-index of 9 (since 2020), a distinguished researcher at Jacobs University Bremen, specializes in the field of Low-Resource NLP, Language Modeling, Multilingualism, Drug Discovery, Machine Learning for Health.

His recent articles reflect a diverse array of research interests and contributions to the field:

A Study of Acquisition Functions for Medical Imaging Deep Active Learning

AfriQA: Cross-lingual Open-Retrieval Question Answering for African Languages

Gflowout: Dropout with generative flow networks

Masakhanews: News topic classification for african languages

Adapting Pretrained ASR Models to Low-resource Clinical Speech using Epistemic Uncertainty-based Data Selection

AfriSpeech-200: Pan-African Accented Speech Dataset for Clinical and General Domain ASR

Adapting to the Low-Resource Double-Bind: Investigating Low-Compute Methods on Low-Resource African Languages

MasakhaPOS: part-of-speech tagging for typologically diverse African languages

Bonaventure F. P. Dossou Information

University

Position

Research Intern at MILA Msc in Data Engineering at

Citations(all)

573

Citations(since 2020)

573

Cited By

22

hIndex(all)

9

hIndex(since 2020)

9

i10Index(all)

9

i10Index(since 2020)

9

Email

University Profile Page

Jacobs University Bremen

Google Scholar

View Google Scholar Profile

Bonaventure F. P. Dossou Skills & Research Interests

Low-Resource NLP

Language Modeling

Multilingualism

Drug Discovery

Machine Learning for Health

Top articles of Bonaventure F. P. Dossou

Title

Journal

Author(s)

Publication Date

A Study of Acquisition Functions for Medical Imaging Deep Active Learning

arXiv preprint arXiv:2401.15721

Bonaventure FP Dossou

2024/1/28

AfriQA: Cross-lingual Open-Retrieval Question Answering for African Languages

arXiv preprint arXiv:2305.06897

Odunayo Ogundepo

Tajuddeen R Gwadabe

Clara E Rivera

Jonathan H Clark

Sebastian Ruder

...

2023/5/11

Gflowout: Dropout with generative flow networks

Dianbo Liu

Moksh Jain

Bonaventure FP Dossou

Qianli Shen

Salem Lahlou

...

2023/7/3

Masakhanews: News topic classification for african languages

arXiv preprint arXiv:2304.09972

David Ifeoluwa Adelani

Marek Masiak

Israel Abebe Azime

Jesujoba Alabi

Atnafu Lambebo Tonja

...

2023/4/19

Adapting Pretrained ASR Models to Low-resource Clinical Speech using Epistemic Uncertainty-based Data Selection

arXiv preprint arXiv:2306.02105

Bonaventure FP Dossou

Atnafu Lambebo Tonja

Chris Chinenye Emezue

Tobi Olatunji

Naome A Etori

...

2023/6/3

AfriSpeech-200: Pan-African Accented Speech Dataset for Clinical and General Domain ASR

Transactions of the Association for Computational Linguistics

Tobi Olatunji

Tejumade Afonja

Aditya Yadavalli

Chris Chinenye Emezue

Sahib Singh

...

2023/12/19

Adapting to the Low-Resource Double-Bind: Investigating Low-Compute Methods on Low-Resource African Languages

arXiv preprint arXiv:2303.16985

Colin Leong

Herumb Shandilya

Bonaventure FP Dossou

Atnafu Lambebo Tonja

Joel Mathew

...

2023/3/29

MasakhaPOS: part-of-speech tagging for typologically diverse African languages

arXiv preprint arXiv:2305.13989

Cheikh M Bamba Dione

David Adelani

Peter Nabende

Jesujoba Alabi

Thapelo Sindane

...

2023/5/23

Machine Learning for Health (ML4H) 2023

Stefan Hegselmann

Antonio Parziale

Divya Shanmugam

Shengpu Tang

Kristen Severson

...

2023/12/4

Pretrained Vision Models for Predicting High-Risk Breast Cancer Stage

arXiv preprint arXiv:2303.10730

Bonaventure FP Dossou

Yenoukoume SK Gbenou

Miglanche Ghomsi Nono

2023/3/19

Proceedings of the Seventh Widening NLP Workshop (WiNLP 2023)

Bonaventure FP Dossou

Isidora Tourni

Hatem Haddad

Shaily Bhatt

Fatemehsadat Mireshghallah

...

2023/12

FonMTL: Towards Multitask Learning for the Fon Language

arXiv preprint arXiv:2308.14280

Bonaventure FP Dossou

Iffanice Houndayi

Pamely Zantou

Gilles Hacheme

2023/8/28

Biological Sequence Design with GFlowNets

Moksh Jain

Emmanuel Bengio

Alex-Hernandez Garcia

Jarrid Rector-Brooks

Bonaventure FP Dossou

...

2022/3/2

Graph-Based Active Machine Learning Method for Diverse and Novel Antimicrobial Peptides Generation and Selection

Bonaventure FP Dossou

Dianbo Liu

Xu Ji

Moksh Jain

Almer M van der Sloot

...

2022/11/10

MeSH2Matrix: Machine learning-driven biomedical relation classification based on the MeSH keywords of PubMed scholarly publications.

Houcemeddine Turki

Bonaventure FP Dossou

Chris Chinenye Emezue

Mohamed Ali Hadj Taieb

Mohamed Ben Aouicha

...

2022

AfroLM: A self-active learning-based multilingual pretrained language model for 23 African languages

arXiv preprint arXiv:2211.03263

Bonaventure FP Dossou

Atnafu Lambebo Tonja

Oreen Yousuf

Salomey Osei

Abigail Oppong

...

2022/11/7

Masakhaner 2.0: Africa-centric transfer learning for named entity recognition

arXiv preprint arXiv:2210.12391

David Ifeoluwa Adelani

Graham Neubig

Sebastian Ruder

Shruti Rijhwani

Michael Beukman

...

2022/10/22

A Few Thousand Translations Go a Long Way! Leveraging Pre-trained Models for African News Translation

arXiv e-prints

David Ifeoluwa Adelani

Jesujoba Oluwadara Alabi

Angela Fan

Julia Kreutzer

Xiaoyu Shen

...

2022/5

MMTAfrica: Multilingual machine translation for African languages

Proceedings of the Sixth Conference on Machine Translation, EMNLP

Chris C Emezue

Bonaventure FP Dossou

2022/4/8

Proceedings of the The Sixth Widening NLP Workshop (WiNLP)

Shaily Bhatt

Sunipa Dev

Bonaventure Dossou

Tirthankar Ghosal

Hatem Haddad

...

2022/12

See List of Professors in Bonaventure F. P. Dossou University(Jacobs University Bremen)

Co-Authors

H-index: 227
Yoshua Bengio

Yoshua Bengio

Université de Montréal

H-index: 82
Graham Neubig

Graham Neubig

Carnegie Mellon University

H-index: 19
David Ifeoluwa Adelani

David Ifeoluwa Adelani

Universität des Saarlandes

H-index: 15
Emmanuel Bengio

Emmanuel Bengio

McGill University

H-index: 11
Chris C. Emezue

Chris C. Emezue

Technische Universität München

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