SemEval-2023 Task 12: Sentiment Analysis for African Languages
(AfriSenti-SemEval)

SemEval-2023 Task 12: Sentiment Analysis for African Languages (AfriSenti-SemEval)

13 April 2023

Shamsuddeen Hassan Muhammad

Idris Abdulmumin

Seid Muhie Yimam

David Ifeoluwa Adelani

Saif M. Mohammad

Meriem Beloucif

Sebastian Ruder

Papers citing "SemEval-2023 Task 12: Sentiment Analysis for African Languages (AfriSenti-SemEval)"

19 / 19 papers shown

Title
M-ABSA: A Multilingual Dataset for Aspect-Based Sentiment Analysis Chengyan Wu Bolei Ma Yong-Jin Liu Zheyu Zhang Ningyuan Deng Yongqian Li Baolan Chen Yi Zhang Barbara Plank Yun Xue 46 0 0 17 Feb 2025
RideKE: Leveraging Low-Resource, User-Generated Twitter Content for Sentiment and Emotion Detection in Kenyan Code-Switched Dataset Naome A. Etori Maria Gini 78 2 0 10 Feb 2025
ANGOFA: Leveraging OFA Embedding Initialization and Synthetic Data for Angolan Language Model Osvaldo Luamba Quinjica David Ifeoluwa Adelani 32 0 0 03 Apr 2024
LowResource at BLP-2023 Task 2: Leveraging BanglaBert for Low Resource Sentiment Analysis of Bangla Language Aunabil Chakma Masum Hasan 41 3 0 21 Nov 2023
GradSim: Gradient-Based Language Grouping for Effective Multilingual Training Mingyang Wang Heike Adel Lukas Lange Jannik Strötgen Hinrich Schütze 27 3 0 23 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 36 6 0 23 Oct 2023
Evaluating Emotion Arcs Across Languages: Bridging the Global Divide in Sentiment Analysis Daniela Teodorescu Saif M. Mohammad 30 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 24 4 0 28 May 2023
DN at SemEval-2023 Task 12: Low-Resource Language Text Classification via Multilingual Pretrained Language Model Fine-tuning Daniil Homskiy Narek Maloyan 16 2 0 04 May 2023
NLNDE at SemEval-2023 Task 12: Adaptive Pretraining and Source Language Selection for Low-Resource Multilingual Sentiment Analysis Mingyang Wang Heike Adel Lukas Lange Jannik Strötgen Hinrich Schütze 54 16 0 28 Apr 2023
UIO at SemEval-2023 Task 12: Multilingual fine-tuning for sentiment classification in low-resource languages Egil Rønningstad 22 5 0 27 Apr 2023
GMNLP at SemEval-2023 Task 12: Sentiment Analysis with Phylogeny-Based Adapters Md Mahfuz Ibn Alam Ruoyu Xie Fahim Faisal Antonios Anastasopoulos 32 3 0 25 Apr 2023
KINLP at SemEval-2023 Task 12: Kinyarwanda Tweet Sentiment Analysis Antoine Nzeyimana 20 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 29 1 0 21 Apr 2023
TwHIN-BERT: A Socially-Enriched Pre-trained Language Model for Multilingual Tweet Representations at Twitter Xinyang Zhang Yury Malkov Omar U. Florez Serim Park Brian McWilliams Jiawei Han Ahmed El-Kishky VLM 61 90 0 15 Sep 2022
Phylogeny-Inspired Adaptation of Multilingual Models to New Languages Fahim Faisal Antonios Anastasopoulos AI4CE LRM 34 26 0 19 May 2022
DziriBERT: a Pre-trained Language Model for the Algerian Dialect Amine Abdaoui Mohamed Berrimi Mourad Oussalah A. Moussaoui 32 43 0 25 Sep 2021
XLM-T: Multilingual Language Models in Twitter for Sentiment Analysis and Beyond Francesco Barbieri Luis Espinosa Anke Jose Camacho-Collados 84 213 0 25 Apr 2021
ARBERT & MARBERT: Deep Bidirectional Transformers for Arabic Muhammad Abdul-Mageed AbdelRahim Elmadany El Moatez Billah Nagoudi VLM 62 447 0 27 Dec 2020