KINNEWS and KIRNEWS: Benchmarking Cross-Lingual Text Classification for Kinyarwanda and Kirundi

23 October 2020

Andre Niyongabo Rubungo

Papers citing "KINNEWS and KIRNEWS: Benchmarking Cross-Lingual Text Classification for Kinyarwanda and Kirundi"

25 / 25 papers shown

Title
Where Are We? Evaluating LLM Performance on African Languages Ife Adebara Hawau Olamide Toyin Nahom Tesfu Ghebremichael AbdelRahim Elmadany Muhammad Abdul-Mageed 52 0 0 26 Feb 2025
The Zeno's Paradox of `Low-Resource' Languages H. Nigatu A. Tonja Benjamin Rosman Thamar Solorio Monojit Choudhury 78 5 0 28 Oct 2024
Cross-lingual transfer of multilingual models on low resource African Languages Harish Thangaraj Ananya Chenat Jaskaran Singh Walia Vukosi Marivate 29 4 0 17 Sep 2024
Few-Shot Cross-Lingual Transfer for Prompting Large Language Models in Low-Resource Languages Christopher Toukmaji LRM 30 1 0 09 Mar 2024
SemRel2024: A Collection of Semantic Textual Relatedness Datasets for 13 Languages N. Ousidhoum Shamsuddeen Hassan Muhammad Mohamed Abdalla Idris Abdulmumin I. Ahmad ... Hailegnaw Getaneh Tilaye Krishnapriya Vishnubhotla Genta Indra Winata Seid Muhie Yimam Saif M. Mohammad 36 39 0 13 Feb 2024
Text Categorization Can Enhance Domain-Agnostic Stopword Extraction Houcemeddine Turki Naome A. Etori Mohamed Ali Hadj Taieb Abdul-Hakeem Omotayo Chris C. Emezue M. Benaouicha Ayodele Awokoya F. I. Lawan Doreen Nixdorf 18 1 0 24 Jan 2024
LLM-Prop: Predicting Physical And Electronic Properties Of Crystalline Solids From Their Text Descriptions Andre Niyongabo Rubungo Craig Arnold Barry P. Rand Adji Bousso Dieng AI4CE 20 27 0 21 Oct 2023
SIB-200: A Simple, Inclusive, and Big Evaluation Dataset for Topic Classification in 200+ Languages and Dialects David Ifeoluwa Adelani Hannah Liu Xiaoyu Shen Nikita Vassilyev Jesujoba Oluwadara Alabi Yanke Mao Haonan Gao Annie En-Shiun Lee ELM 27 59 0 14 Sep 2023
NaijaRC: A Multi-choice Reading Comprehension Dataset for Nigerian Languages Anuoluwapo Aremu Jesujoba Oluwadara Alabi Daud Abolade Nkechinyere F. Aguobi Shamsuddeen Hassan Muhammad David Ifeoluwa Adelani 14 3 0 18 Aug 2023
Izindaba-Tindzaba: Machine learning news categorisation for Long and Short Text for isiZulu and Siswati Andani Madodonga Vukosi Marivate Matthew Adendorff 11 1 0 12 Jun 2023
MasakhaPOS: Part-of-Speech Tagging for Typologically Diverse African Languages Cheikh M. Bamba Dione David Ifeoluwa Adelani Peter Nabende Jesujoba Oluwadara Alabi Thapelo Sindane ... Seydou T. Traoré C. Uchechukwu Aliyu Yusuf M. Abdullahi Dietrich Klakow 12 13 0 23 May 2023
XTREME-UP: A User-Centric Scarce-Data Benchmark for Under-Represented Languages Sebastian Ruder J. Clark Alexander Gutkin Mihir Kale Min Ma ... Dan Garrette R. Ingle Melvin Johnson Dmitry Panteleev Partha P. Talukdar ELM 22 38 0 19 May 2023
MasakhaNEWS: News Topic Classification for African languages David Ifeoluwa Adelani Marek Masiak Israel Abebe Azime Jesujoba Oluwadara Alabi A. Tonja ... Moges Ahmed Mehamed Evrard Ngabire Jules Jules Ivan Ssenkungu Pontus Stenetorp 13 23 0 19 Apr 2023
The African Stopwords project: curating stopwords for African languages Chris C. Emezue H. Nigatu Cynthia Thinwa He Zhou Shamsuddeen Hassan Muhammad ... Naome A. Etori Mbonu Chinedu Emmanuel Oreen Yousuf Kaosarat Aina Davis David 6 4 0 21 Mar 2023
SERENGETI: Massively Multilingual Language Models for Africa Ife Adebara AbdelRahim Elmadany Muhammad Abdul-Mageed Alcides Alcoba Inciarte 17 29 0 21 Dec 2022
LR-Sum: Summarization for Less-Resourced Languages Chester Palen-Michel Constantine Lignos 9 4 0 19 Dec 2022
AfroLM: A Self-Active Learning-based Multilingual Pretrained Language Model for 23 African Languages Bonaventure F. P. Dossou A. Tonja Oreen Yousuf Salomey Osei Abigail Oppong Iyanuoluwa Shode Oluwabusayo Olufunke Awoyomi Chris C. Emezue 9 51 0 07 Nov 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 12 16 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 18 110 0 04 May 2022
Adapting Pre-trained Language Models to African Languages via Multilingual Adaptive Fine-Tuning Jesujoba Oluwadara Alabi David Ifeoluwa Adelani Marius Mosbach Dietrich Klakow 21 144 0 13 Apr 2022
MMTAfrica: Multilingual Machine Translation for African Languages Chris C. Emezue Bonaventure F. P. Dossou 19 24 0 08 Apr 2022
Multilingual Open Text Release 1: Public Domain News in 44 Languages Chester Palen-Michel June-Woo Kim Constantine Lignos VLM 16 12 0 14 Jan 2022
MasakhaNER: Named Entity Recognition for African Languages David Ifeoluwa Adelani Jade Z. Abbott Graham Neubig Daniel D'souza Julia Kreutzer ... T. Diop A. Diallo Adewale Akinfaderin T. Marengereke Salomey Osei 20 185 0 22 Mar 2021
Graph Convolutional Network for Swahili News Classification Alexandros Kastanos Tyler Martin GNN 37 3 0 16 Mar 2021
Convolutional Neural Networks for Sentence Classification Yoon Kim AILaw VLM 250 13,347 0 25 Aug 2014