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 57 0 0 26 Feb 2025
The Zeno's Paradox of `Low-Resource' Languages H. Nigatu A. Tonja Benjamin Rosman Thamar Solorio Monojit Choudhury 176 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 34 4 0 17 Sep 2024
Few-Shot Cross-Lingual Transfer for Prompting Large Language Models in Low-Resource Languages Christopher Toukmaji LRM 37 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 51 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 Falalu Ibrahim Lawan Doreen Nixdorf 25 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 41 29 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 38 63 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 31 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 16 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 27 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 26 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 28 24 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 23 4 0 21 Mar 2023
SERENGETI: Massively Multilingual Language Models for Africa Ife Adebara AbdelRahim Elmadany Muhammad Abdul-Mageed Alcides Alcoba Inciarte 27 29 0 21 Dec 2022
LR-Sum: Summarization for Less-Resourced Languages Chester Palen-Michel Constantine Lignos 17 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 32 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 28 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 26 110 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 39 148 0 13 Apr 2022
MMTAfrica: Multilingual Machine Translation for African Languages Chris C. Emezue Bonaventure F. P. Dossou 27 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 26 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 24 185 0 22 Mar 2021
Graph Convolutional Network for Swahili News Classification Alexandros Kastanos Tyler Martin GNN 50 3 0 16 Mar 2021
Convolutional Neural Networks for Sentence Classification Yoon Kim AILaw VLM 267 13,368 0 25 Aug 2014