HaVQA: A Dataset for Visual Question Answering and Multimodal Research in Hausa Language

28 May 2023

Shantipriya Parida

Idris Abdulmumin

Shamsuddeen Hassan Muhammad

Habeebah Adamu Kakudi

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Papers citing "HaVQA: A Dataset for Visual Question Answering and Multimodal Research in Hausa Language"

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HausaNLP: Current Status, Challenges and Future Directions for Hausa Natural Language Processing Shamsuddeen Hassan Muhammad Ibrahim Said Ahmad Idris Abdulmumin Falalu Ibrahim Lawan Babangida Sani ... Sani Abdullahi Sani Ali Usman Umar T. Gwadabe Kenneth Church Vukosi Marivate AI4TS 75 0 0 20 May 2025
SemEval-2023 Task 12: Sentiment Analysis for African Languages (AfriSenti-SemEval) Shamsuddeen Hassan Muhammad Idris Abdulmumin Seid Muhie Yimam David Ifeoluwa Adelani Ibrahim Said Ahmad N. Ousidhoum Abinew Ali Ayele Saif M. Mohammad Meriem Beloucif Sebastian Ruder 58 70 0 13 Apr 2023
AfriSenti: A Twitter Sentiment Analysis Benchmark for African Languages 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 79 89 0 17 Feb 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 69 15 0 28 Nov 2022
MasakhaNER 2.0: Africa-centric Transfer Learning for Named Entity Recognition David Ifeoluwa Adelani Graham Neubig Sebastian Ruder Shruti Rijhwani Michael Beukman ... Idris Abdulmumin Odunayo Ogundepo Oreen Yousuf Tatiana Moteu Ngoli Dietrich Klakow 117 44 0 22 Oct 2022
Multi-Modal Fusion Transformer for Visual Question Answering in Remote Sensing Tim Siebert Kai Norman Clasen Mahdyar Ravanbakhsh Begüm Demir 59 24 0 10 Oct 2022
Kencorpus: A Kenyan Language Corpus of Swahili, Dholuo and Luhya for Natural Language Processing Tasks B. Wanjawa Lilian D. A. Wanzare F. Indede Owen McOnyango Edward Ombui Lawrence Muchemi 54 18 0 25 Aug 2022
A Few Thousand Translations Go a Long Way! Leveraging Pre-trained Models for African News Translation David Ifeoluwa Adelani Jesujoba Oluwadara Alabi Angela Fan Julia Kreutzer Xiaoyu Shen ... Ayodele Awokoya Happy Buzaaba Blessing K. Sibanda Andiswa Bukula Sam Manthalu 75 118 0 04 May 2022
Hausa Visual Genome: A Dataset for Multi-Modal English to Hausa Machine Translation Idris Abdulmumin S. Dash Musa Abdullahi Dawud Shantipriya Parida Shamsuddeen Hassan Muhammad Ibrahim Said Ahmad Subhadarshi Panda Ondrej Bojar B. Galadanci Bello Shehu Bello 55 18 0 02 May 2022
MuCoT: Multilingual Contrastive Training for Question-Answering in Low-resource Languages Gokul Karthik Kumar Abhishek Singh Gehlot Sahal Shaji Mullappilly Karthik Nandakumar 66 13 0 12 Apr 2022
Recent, rapid advancement in visual question answering architecture: a review V. Kodali Daniel Berleant 70 9 0 02 Mar 2022
NaijaSenti: A Nigerian Twitter Sentiment Corpus for Multilingual Sentiment Analysis Shamsuddeen Hassan Muhammad David Ifeoluwa Adelani Sebastian Ruder Ibrahim Said Ahmad Idris Abdulmumin ... Chris C. Emezue Saheed Abdul Anuoluwapo Aremu Alipio Jeorge P. Brazdil 69 100 0 20 Jan 2022
xGQA: Cross-Lingual Visual Question Answering Jonas Pfeiffer Gregor Geigle Aishwarya Kamath Jan-Martin O. Steitz Stefan Roth Ivan Vulić Iryna Gurevych 81 62 0 13 Sep 2021
Quality at a Glance: An Audit of Web-Crawled Multilingual Datasets Julia Kreutzer Isaac Caswell Lisa Wang Ahsan Wahab D. Esch ... Duygu Ataman Orevaoghene Ahia Oghenefego Ahia Sweta Agrawal Mofetoluwa Adeyemi 56 278 0 22 Mar 2021
Training data-efficient image transformers & distillation through attention Hugo Touvron Matthieu Cord Matthijs Douze Francisco Massa Alexandre Sablayrolles Hervé Jégou ViT 389 6,805 0 23 Dec 2020
MMFT-BERT: Multimodal Fusion Transformer with BERT Encodings for Visual Question Answering Aisha Urooj Khan Amir Mazaheri N. Lobo M. Shah 78 57 0 27 Oct 2020
An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale Alexey Dosovitskiy Lucas Beyer Alexander Kolesnikov Dirk Weissenborn Xiaohua Zhai ... Matthias Minderer G. Heigold Sylvain Gelly Jakob Uszkoreit N. Houlsby ViT 676 41,483 0 22 Oct 2020
Beyond English-Centric Multilingual Machine Translation Angela Fan Shruti Bhosale Holger Schwenk Zhiyi Ma Ahmed El-Kishky ... Vitaliy Liptchinsky Sergey Edunov Edouard Grave Michael Auli Armand Joulin LRM 83 858 0 21 Oct 2020
Deep Modular Co-Attention Networks for Visual Question Answering Zhou Yu Jun Yu Yuhao Cui Dacheng Tao Q. Tian 89 808 0 25 Jun 2019
Multimodal Transformer with Multi-View Visual Representation for Image Captioning Jun-chen Yu Jing Li Zhou Yu Qingming Huang ViT 63 384 0 20 May 2019
Visual Question Answering as Reading Comprehension Hui Li Peng Wang Chunhua Shen Anton Van Den Hengel 42 40 0 29 Nov 2018
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 1.8K 95,229 0 11 Oct 2018
A Call for Clarity in Reporting BLEU Scores Matt Post 181 2,998 0 23 Apr 2018
Training Tips for the Transformer Model Martin Popel Ondrej Bojar 72 311 0 01 Apr 2018
Tensor2Tensor for Neural Machine Translation Ashish Vaswani Samy Bengio E. Brevdo François Chollet Aidan Gomez ... Nal Kalchbrenner Niki Parmar Ryan Sepassi Noam M. Shazeer Jakob Uszkoreit 98 530 0 16 Mar 2018
Don't Just Assume; Look and Answer: Overcoming Priors for Visual Question Answering Aishwarya Agrawal Dhruv Batra Devi Parikh Aniruddha Kembhavi OOD 155 586 0 01 Dec 2017
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 792 132,454 0 12 Jun 2017
OpenNMT: Open-Source Toolkit for Neural Machine Translation Guillaume Klein Yoon Kim Yuntian Deng Jean Senellart Alexander M. Rush 330 1,900 0 10 Jan 2017
CLEVR: A Diagnostic Dataset for Compositional Language and Elementary Visual Reasoning Justin Johnson B. Hariharan Laurens van der Maaten Li Fei-Fei C. L. Zitnick Ross B. Girshick CoGe 316 2,391 0 20 Dec 2016
Making the V in VQA Matter: Elevating the Role of Image Understanding in Visual Question Answering Yash Goyal Tejas Khot D. Summers-Stay Dhruv Batra Devi Parikh CoGe 352 3,273 0 02 Dec 2016
Google's Multilingual Neural Machine Translation System: Enabling Zero-Shot Translation Melvin Johnson M. Schuster Quoc V. Le M. Krikun Yonghui Wu ... F. Viégas Martin Wattenberg Gregory S. Corrado Macduff Hughes Jeffrey Dean 129 2,096 0 14 Nov 2016
Visual Question Answering: Datasets, Algorithms, and Future Challenges Kushal Kafle Christopher Kanan OOD 82 243 0 05 Oct 2016
Human Attention in Visual Question Answering: Do Humans and Deep Networks Look at the Same Regions? Abhishek Das Harsh Agrawal C. L. Zitnick Devi Parikh Dhruv Batra 104 466 0 11 Jun 2016
Visual Genome: Connecting Language and Vision Using Crowdsourced Dense Image Annotations Ranjay Krishna Yuke Zhu Oliver Groth Justin Johnson Kenji Hata ... Yannis Kalantidis Li Li David A. Shamma Michael S. Bernstein Fei-Fei Li 225 5,765 0 23 Feb 2016
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 2.2K 194,510 0 10 Dec 2015
Visual7W: Grounded Question Answering in Images Yuke Zhu Oliver Groth Michael S. Bernstein Li Fei-Fei 106 887 0 11 Nov 2015
Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks Shaoqing Ren Kaiming He Ross B. Girshick Jian Sun AIMat ObjD 531 62,409 0 04 Jun 2015
Are You Talking to a Machine? Dataset and Methods for Multilingual Image Question Answering Haoyuan Gao Junhua Mao Jie Zhou Zhiheng Huang Lei Wang Wenyuan Xu 82 501 0 21 May 2015
Exploring Models and Data for Image Question Answering Mengye Ren Ryan Kiros R. Zemel 80 719 0 08 May 2015
VQA: Visual Question Answering Aishwarya Agrawal Jiasen Lu Stanislaw Antol Margaret Mitchell C. L. Zitnick Dhruv Batra Devi Parikh CoGe 226 5,509 0 03 May 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 2.1K 150,364 0 22 Dec 2014
A Multi-World Approach to Question Answering about Real-World Scenes based on Uncertain Input Mateusz Malinowski Mario Fritz 223 698 0 01 Oct 2014
Microsoft COCO: Common Objects in Context Nayeon Lee Michael Maire Serge J. Belongie Lubomir Bourdev Ross B. Girshick James Hays Pietro Perona Deva Ramanan C. L. Zitnick Piotr Dollár ObjD 434 43,832 0 01 May 2014