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HausaNLP: Current Status, Challenges and Future Directions for Hausa Natural Language Processing
20 May 2025
Shamsuddeen Hassan Muhammad
Ibrahim Said Ahmad
Idris Abdulmumin
Falalu Ibrahim Lawan
Babangida Sani
Sukairaj Hafiz Imam
Yusuf Aliyu
Sani Abdullahi Sani
Ali Usman Umar
T. Gwadabe
Kenneth Church
Vukosi Marivate
AI4TS
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Papers citing
"HausaNLP: Current Status, Challenges and Future Directions for Hausa Natural Language Processing"
24 / 24 papers shown
HausaMovieReview: A Benchmark Dataset for Sentiment Analysis in Low-Resource African Language
Asiya Ibrahim Zanga
Salisu Mamman Abdulrahman
Abubakar Ado
Abdulkadir Abubakar Bichi
Lukman Aliyu Jibril
Abdulmajid Babangida Umar
Alhassan Adamu
Shamsuddeen Hassan Muhammad
Bashir Salisu Abubakar
44
0
0
17 Sep 2025
Who Wrote This? Identifying Machine vs Human-Generated Text in Hausa
Babangida Sani
Aakansha Soy
Sukairaj Hafiz Imam
A. Mustapha
L. Aliyu
Idris Abdulmumin
Ibrahim Said Ahmad
Shamsuddeen Hassan Muhammad
DeLMO
338
2
0
17 Mar 2025
BRIGHTER: BRIdging the Gap in Human-Annotated Textual Emotion Recognition Datasets for 28 Languages
Annual Meeting of the Association for Computational Linguistics (ACL), 2025
Shamsuddeen Hassan Muhammad
N. Ousidhoum
Idris Abdulmumin
Jan Philip Wahle
Terry Ruas
...
Florian Valentin Wunderlich
Hanif Muhammad Zhafran
Tianhui Zhang
Yi Zhou
Saif M. Mohammad
402
64
0
17 Feb 2025
Investigating the Impact of Language-Adaptive Fine-Tuning on Sentiment Analysis in Hausa Language Using AfriBERTa
Sani Abdullahi Sani
Shamsuddeen Hassan Muhammad
Devon Jarvis
97
4
0
19 Jan 2025
Findings of the Second BabyLM Challenge: Sample-Efficient Pretraining on Developmentally Plausible Corpora
Michael Y. Hu
Aaron Mueller
Candace Ross
Adina Williams
Tal Linzen
Chengxu Zhuang
Robert Bamler
Leshem Choshen
Alex Warstadt
Ethan Gotlieb Wilcox
479
38
0
06 Dec 2024
InkubaLM: A small language model for low-resource African languages
A. Tonja
Bonaventure F. P. Dossou
Jessica Ojo
Jenalea Rajab
Fadel Thior
...
Anuoluwapo Aremu
Pelonomi Moiloa
Jade Z. Abbott
Vukosi Marivate
Benjamin Rosman
332
20
0
30 Aug 2024
A Deep Convolutional Neural Network-based Model for Aspect and Polarity Classification in Hausa Movie Reviews
Umar Ibrahim
A. Y. Zandam
Fatima Adam Muhammad
Aminu Musa
134
3
0
29 May 2024
Quantifying the redundancy between prosody and text
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2023
Lukas Wolf
Tiago Pimentel
Evelina Fedorenko
Robert Bamler
Alex Warstadt
Ethan Gotlieb Wilcox
Tamar I. Regev
243
17
0
28 Nov 2023
HaVQA: A Dataset for Visual Question Answering and Multimodal Research in Hausa Language
Annual Meeting of the Association for Computational Linguistics (ACL), 2023
Shantipriya Parida
Idris Abdulmumin
Shamsuddeen Hassan Muhammad
Aneesh Bose
Guneet Singh Kohli
Ibrahim Said Ahmad
Ketan Kotwal
S. Sarkar
Ondrej Bojar
Habeebah Adamu Kakudi
294
10
0
28 May 2023
AfriQA: Cross-lingual Open-Retrieval Question Answering for African Languages
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2023
Odunayo Ogundepo
T. Gwadabe
Clara E. Rivera
J. Clark
Sebastian Ruder
...
Neo Putini
Ndumiso Mngoma
Priscilla Amuok
R. Iro
Sonia Adhiambo34
231
28
0
11 May 2023
MasakhaNEWS: News Topic Classification for African languages
International Joint Conference on Natural Language Processing (IJCNLP), 2023
David Ifeoluwa Adelani
Marek Masiak
Israel Abebe Azime
Jesujoba Oluwadara Alabi
A. Tonja
...
Moges Ahmed Mehamed
Evrard Ngabire
Jules Jules
Ivan Ssenkungu
Pontus Stenetorp
335
37
0
19 Apr 2023
AfriSenti: A Twitter Sentiment Analysis Benchmark for African Languages
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2023
Shamsuddeen Hassan Muhammad
Idris Abdulmumin
Abinew Ali Ayele
N. Ousidhoum
David Ifeoluwa Adelani
...
Hailu Beshada Balcha
S. Chala
Hagos Tesfahun Gebremichael
Bernard Opoku
Steven Arthur
591
105
0
17 Feb 2023
Is ChatGPT a General-Purpose Natural Language Processing Task Solver?
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2023
Chengwei Qin
Aston Zhang
Zhuosheng Zhang
Jiaao Chen
Michihiro Yasunaga
Diyi Yang
LM&MA
AI4MH
LRM
ELM
395
795
0
08 Feb 2023
Simplistic Collection and Labeling Practices Limit the Utility of Benchmark Datasets for Twitter Bot Detection
The Web Conference (WWW), 2023
Chris Hays
Zachary Schutzman
Manish Raghavan
Erin Walk
Philipp Zimmer
232
37
0
17 Jan 2023
HERDPhobia: A Dataset for Hate Speech against Fulani in Nigeria
Saminu Mohammad Aliyu
G. Wajiga
M. Murtala
Shamsuddeen Hassan Muhammad
Idris Abdulmumin
Ibrahim Said Ahmad
214
16
0
28 Nov 2022
Separating Grains from the Chaff: Using Data Filtering to Improve Multilingual Translation for Low-Resourced African Languages
Conference on Machine Translation (WMT), 2022
Idris Abdulmumin
Michael Beukman
Jesujoba Oluwadara Alabi
Chris C. Emezue
Everlyn Asiko
...
Shamsuddeen Hassan Muhammad
Mofetoluwa Adeyemi
Oreen Yousuf
Sahib Singh
T. Gwadabe
337
10
0
19 Oct 2022
Hausa Visual Genome: A Dataset for Multi-Modal English to Hausa Machine Translation
International Conference on Language Resources and Evaluation (LREC), 2022
Idris Abdulmumin
S. Dash
Musa Abdullahi Dawud
Shantipriya Parida
Shamsuddeen Hassan Muhammad
Ibrahim Said Ahmad
Subhadarshi Panda
Ondrej Bojar
B. Galadanci
Bello Shehu Bello
279
21
0
02 May 2022
NaijaSenti: A Nigerian Twitter Sentiment Corpus for Multilingual Sentiment Analysis
International Conference on Language Resources and Evaluation (LREC), 2022
Shamsuddeen Hassan Muhammad
David Ifeoluwa Adelani
Sebastian Ruder
Ibrahim Said Ahmad
Idris Abdulmumin
...
Chris C. Emezue
Saheed Abdul
Anuoluwapo Aremu
Alipio Jeorge
P. Brazdil
304
119
0
20 Jan 2022
The FLORES-101 Evaluation Benchmark for Low-Resource and Multilingual Machine Translation
Transactions of the Association for Computational Linguistics (TACL), 2021
Naman Goyal
Cynthia Gao
Vishrav Chaudhary
Peng-Jen Chen
Guillaume Wenzek
Da Ju
Sanjan Krishnan
MarcÁurelio Ranzato
Francisco Guzman
Angela Fan
335
706
0
06 Jun 2021
The first large scale collection of diverse Hausa language datasets
Isa Inuwa-Dutse
165
18
0
13 Feb 2021
Transfer Learning and Distant Supervision for Multilingual Transformer Models: A Study on African Languages
Michael A. Hedderich
David Ifeoluwa Adelani
D. Zhu
Jesujoba Oluwadara Alabi
Udia Markus
Dietrich Klakow
190
78
0
07 Oct 2020
HausaMT v1.0: Towards English-Hausa Neural Machine Translation
Adewale Akinfaderin
227
12
0
09 Jun 2020
Unsupervised Cross-lingual Representation Learning at Scale
Annual Meeting of the Association for Computational Linguistics (ACL), 2019
Alexis Conneau
Kartikay Khandelwal
Naman Goyal
Vishrav Chaudhary
Guillaume Wenzek
Francisco Guzmán
Edouard Grave
Myle Ott
Luke Zettlemoyer
Veselin Stoyanov
486
7,628
0
05 Nov 2019
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding
Jacob Devlin
Ming-Wei Chang
Kenton Lee
Kristina Toutanova
VLM
SSL
SSeg
2.9K
107,926
0
11 Oct 2018
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