Title
NaijaNLP: A Survey of Nigerian Low-Resource Languages Isa Inuwa-Dutse 37 0 0 27 Feb 2025
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
AfroXLMR-Comet: Multilingual Knowledge Distillation with Attention Matching for Low-Resource languages Joshua Sakthivel Raju S. Jaskaran Singh Walia Srinivas Raghav Vukosi Marivate 59 0 0 25 Feb 2025
Semantic Component Analysis: Discovering Patterns in Short Texts Beyond Topics Florian Eichin Carolin M. Schuster Georg Groh Michael A. Hedderich 16 0 0 28 Oct 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 38 8 0 30 Aug 2024
A multilingual dataset for offensive language and hate speech detection for hausa, yoruba and igbo languages Saminu Mohammad Aliyu G. Wajiga M. Murtala 21 0 0 04 Jun 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 18 1 0 29 May 2024
Kreyòl-MT: Building MT for Latin American, Caribbean and Colonial African Creole Languages Nathaniel R. Robinson Raj Dabre Ammon Shurtz Rasul Dent Onenamiyi Onesi ... Matthew Dean Stutzman Bismarck Odoom Sanjeev Khudanpur Stephen D. Richardson Kenton Murray MoE 41 6 0 08 May 2024
Modeling Orthographic Variation Improves NLP Performance for Nigerian Pidgin Pin-Jie Lin Merel C. J. Scholman Muhammed Saeed Vera Demberg 22 2 0 28 Apr 2024
A Survey on Multilingual Large Language Models: Corpora, Alignment, and Bias Yuemei Xu Ling Hu Jiayi Zhao Zihan Qiu Yuqi Ye Hanwen Gu LRM 19 36 0 01 Apr 2024
EthioLLM: Multilingual Large Language Models for Ethiopian Languages with Task Evaluation A. Tonja Israel Abebe Azime Tadesse Destaw Belay M. Yigezu Moges Ahmed Mehamed ... Olga Kolesnikova Philipp Slusallek Dietrich Klakow Shengwu Xiong Seid Muhie Yimam 31 5 0 20 Mar 2024
Zero-shot Sentiment Analysis in Low-Resource Languages Using a Multilingual Sentiment Lexicon Fajri Koto Tilman Beck Zeerak Talat Iryna Gurevych Timothy Baldwin 44 7 0 03 Feb 2024
To Translate or Not to Translate: A Systematic Investigation of Translation-Based Cross-Lingual Transfer to Low-Resource Languages Benedikt Ebing Goran Glavas 21 4 0 15 Nov 2023
CreoleVal: Multilingual Multitask Benchmarks for Creoles Heather Lent Kushal Tatariya Raj Dabre Yiyi Chen Marcell Richard Fekete ... Miryam de Lhoneux Daniel Hershcovich Michel DeGraff Anders Sogaard Johannes Bjerva SLR 33 9 0 30 Oct 2023
The Skipped Beat: A Study of Sociopragmatic Understanding in LLMs for 64 Languages Chiyu Zhang Khai Duy Doan Qisheng Liao Muhammad Abdul-Mageed 34 6 0 23 Oct 2023
Sentiment Analysis Across Multiple African Languages: A Current Benchmark Saurav K. Aryal H. Prioleau Surakshya Aryal 29 4 0 21 Oct 2023
Low-Resource Cross-Lingual Adaptive Training for Nigerian Pidgin Pin-Jie Lin Muhammed Saeed Ernie Chang Merel C. J. Scholman 24 5 0 01 Jul 2023
Evaluating Emotion Arcs Across Languages: Bridging the Global Divide in Sentiment Analysis Daniela Teodorescu Saif M. Mohammad 14 8 0 03 Jun 2023
HaVQA: A Dataset for Visual Question Answering and Multimodal Research in Hausa Language Shantipriya Parida Idris Abdulmumin Shamsuddeen Hassan Muhammad Aneesh Bose Guneet Singh Kohli I. Ahmad Ketan Kotwal S. Sarkar Ondrej Bojar Habeebah Adamu Kakudi 17 4 0 28 May 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 14 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
NollySenti: Leveraging Transfer Learning and Machine Translation for Nigerian Movie Sentiment Classification Iyanuoluwa Shode David Ifeoluwa Adelani J. Peng Anna Feldman 12 10 0 18 May 2023
UIO at SemEval-2023 Task 12: Multilingual fine-tuning for sentiment classification in low-resource languages Egil Rønningstad 20 5 0 27 Apr 2023
HausaNLP at SemEval-2023 Task 12: Leveraging African Low Resource TweetData for Sentiment Analysis Saheed Abdullahi Salahudeen F. I. Lawan Ahmad Mustapha Wali Amina A. Imam Aliyu Rabiu Shuaibu ... Murja Sani Gadanya S. A. Muaz M. Ahmad Abdulkadir Abdullahi Abdulmalik Yusuf Jamoh 32 7 0 26 Apr 2023
GMNLP at SemEval-2023 Task 12: Sentiment Analysis with Phylogeny-Based Adapters Md Mahfuz Ibn Alam Ruoyu Xie Fahim Faisal Antonios Anastasopoulos 12 3 0 25 Apr 2023
UBC-DLNLP at SemEval-2023 Task 12: Impact of Transfer Learning on African Sentiment Analysis Gagan Bhatia Ife Adebara AbdelRahim Elmadany Muhammad Abdul-Mageed 21 1 0 21 Apr 2023
SemEval-2023 Task 12: Sentiment Analysis for African Languages (AfriSenti-SemEval) Shamsuddeen Hassan Muhammad Idris Abdulmumin Seid Muhie Yimam David Ifeoluwa Adelani I. Ahmad N. Ousidhoum A. Ayele Saif M. Mohammad Meriem Beloucif Sebastian Ruder 30 66 0 13 Apr 2023
Masakhane-Afrisenti at SemEval-2023 Task 12: Sentiment Analysis using Afro-centric Language Models and Adapters for Low-resource African Languages Israel Abebe Azime Sana Al-Azzawi A. Tonja Iyanuoluwa Shode Jesujoba Oluwadara Alabi ... Mardiyyah Oduwole Tosin P. Adewumi Samuel Fanijo Oyinkansola F. Awosan Oreen Yousuf 17 1 0 13 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 8 4 0 21 Mar 2023
AfriSenti: A Twitter Sentiment Analysis Benchmark for African Languages Shamsuddeen Hassan Muhammad Idris Abdulmumin A. Ayele N. Ousidhoum David Ifeoluwa Adelani ... Hailu Beshada Balcha S. Chala Hagos Tesfahun Gebremichael Bernard Opoku Steven Arthur 27 80 0 17 Feb 2023
SERENGETI: Massively Multilingual Language Models for Africa Ife Adebara AbdelRahim Elmadany Muhammad Abdul-Mageed Alcides Alcoba Inciarte 17 29 0 21 Dec 2022
JamPatoisNLI: A Jamaican Patois Natural Language Inference Dataset Ruth-Ann Armstrong John Hewitt Christopher D. Manning 21 14 0 07 Dec 2022
HERDPhobia: A Dataset for Hate Speech against Fulani in Nigeria Saminu Mohammad Aliyu G. Wajiga M. Murtala Shamsuddeen Hassan Muhammad Idris Abdulmumin I. Ahmad 6 14 0 28 Nov 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 11 51 0 07 Nov 2022
TaTa: A Multilingual Table-to-Text Dataset for African Languages Sebastian Gehrmann Sebastian Ruder Vitaly Nikolaev Jan A. Botha Michael Chavinda Ankur P. Parikh Clara E. Rivera LMTD 11 10 0 31 Oct 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 36 43 0 22 Oct 2022
AfroLID: A Neural Language Identification Tool for African Languages Ife Adebara AbdelRahim Elmadany Muhammad Abdul-Mageed Alcides Alcoba Inciarte 12 30 0 21 Oct 2022
What a Creole Wants, What a Creole Needs Heather Lent Kelechi Ogueji Miryam de Lhoneux Orevaoghene Ahia Anders Søgaard 13 25 0 01 Jun 2022
NusaX: Multilingual Parallel Sentiment Dataset for 10 Indonesian Local Languages Genta Indra Winata Alham Fikri Aji Samuel Cahyawijaya Rahmad Mahendra Fajri Koto ... Pascale Fung Timothy Baldwin Jey Han Lau Rico Sennrich Sebastian Ruder 29 77 0 31 May 2022
yosm: A new yoruba sentiment corpus for movie reviews Iyanuoluwa Shode David Ifeoluwa Adelani Anna Feldman 13 16 0 20 Apr 2022
Adapting Pre-trained Language Models to African Languages via Multilingual Adaptive Fine-Tuning Jesujoba Oluwadara Alabi David Ifeoluwa Adelani Marius Mosbach Dietrich Klakow 23 144 0 13 Apr 2022
Sentiment Analysis in Twitter for Macedonian Dame Jovanoski Veno Jovan Pachovski Preslav Nakov 22 31 0 27 Sep 2021
DynaSent: A Dynamic Benchmark for Sentiment Analysis Christopher Potts Zhengxuan Wu Atticus Geiger Douwe Kiela 230 76 0 30 Dec 2020
When Being Unseen from mBERT is just the Beginning: Handling New Languages With Multilingual Language Models Benjamin Muller Antonis Anastasopoulos Benoît Sagot Djamé Seddah LRM 119 165 0 24 Oct 2020
Rethinking embedding coupling in pre-trained language models Hyung Won Chung Thibault Févry Henry Tsai Melvin Johnson Sebastian Ruder 93 142 0 24 Oct 2020