AfroXLMR-Social: Adapting Pre-trained Language Models for African Languages Social Media Text

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Belay, Tadesse Destaw, Azime, Israel Abebe, Ahmad, Ibrahim Said, Adelani, David Ifeoluwa, Abdulmumin, Idris, Ayele, Abinew Ali, Muhammad, Shamsuddeen Hassan, Yimam, Seid Muhie
Format:	Preprint
Published:	2025
Subjects:	Computation and Language
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Exploring Cultural Nuances in Emotion Perception Across 15 African Languages
by: Ahmad, Ibrahim Said, et al.
Published: (2025)

Evaluating the Capabilities of Large Language Models for Multi-label Emotion Understanding
by: Belay, Tadesse Destaw, et al.
Published: (2024)

Beyond Majority Voting: Agreement-Based Clustering to Model Annotator Perspectives in Subjective NLP Tasks
by: Belay, Tadesse Destaw, et al.
Published: (2026)

AFRILANGTUTOR: Advancing Language Tutoring and Culture Education in Low-Resource Languages with Large Language Models
by: Belay, Tadesse Destaw, et al.
Published: (2026)

Enhancing Multi-Label Emotion Analysis and Corresponding Intensities for Ethiopian Languages
by: Belay, Tadesse Destaw, et al.
Published: (2025)

Automatic Speech Recognition (ASR) for African Low-Resource Languages: A Systematic Literature Review
by: Imam, Sukairaj Hafiz, et al.
Published: (2025)

The State of Large Language Models for African Languages: Progress and Challenges
by: Hussen, Kedir Yassin, et al.
Published: (2025)

Evaluation Sheet for Deep Research: A Use Case for Academic Survey Writing
by: Azime, Israel Abebe, et al.
Published: (2025)

Automatic Speech Recognition for African Low-Resource Languages: Challenges and Future Directions
by: Imam, Sukairaj Hafiz, et al.
Published: (2025)

EthioLLM: Multilingual Large Language Models for Ethiopian Languages with Task Evaluation
by: Tonja, Atnafu Lambebo, et al.
Published: (2024)

Bridging the Culture Gap: A Framework for LLM-Driven Socio-Cultural Localization of Math Word Problems in Low-Resource Languages
by: Azime, Israel Abebe, et al.
Published: (2025)

AfriHate: A Multilingual Collection of Hate Speech and Abusive Language Datasets for African Languages
by: Muhammad, Shamsuddeen Hassan, et al.
Published: (2025)

Exploring Boundaries and Intensities in Offensive and Hate Speech: Unveiling the Complex Spectrum of Social Media Discourse
by: Ayele, Abinew Ali, et al.
Published: (2024)

AfroXLMR-Comet: Multilingual Knowledge Distillation with Attention Matching for Low-Resource languages
by: Raju, Joshua Sakthivel, et al.
Published: (2025)

Walia-LLM: Enhancing Amharic-LLaMA by Integrating Task-Specific and Generative Datasets
by: Azime, Israel Abebe, et al.
Published: (2024)

SemEval-2025 Task 11: Bridging the Gap in Text-Based Emotion Detection
by: Muhammad, Shamsuddeen Hassan, et al.
Published: (2025)

Silenced voices: social media polarization and women's marginalization in peacebuilding during the Northern Ethiopia War
by: Ali, Adem Chanie, et al.
Published: (2024)

Whispering in Amharic: Fine-tuning Whisper for Low-resource Language
by: Gete, Dawit Ketema, et al.
Published: (2025)

The Rise of AfricaNLP: A Survey of Contributions, Contributors, Community Impact, and Bibliometric Analysis
by: Belay, Tadesse Destaw, et al.
Published: (2025)

A Case Against Implicit Standards: Homophone Normalization in Machine Translation for Languages that use the Ge'ez Script
by: Nigatu, Hellina Hailu, et al.
Published: (2025)

CULEMO: Cultural Lenses on Emotion -- Benchmarking LLMs for Cross-Cultural Emotion Understanding
by: Belay, Tadesse Destaw, et al.
Published: (2025)

Lugha-Llama: Adapting Large Language Models for African Languages
by: Buzaaba, Happy, et al.
Published: (2025)

AfriMTEB and AfriE5: Benchmarking and Adapting Text Embedding Models for African Languages
by: Uemura, Kosei, et al.
Published: (2025)

AfroBench: How Good are Large Language Models on African Languages?
by: Ojo, Jessica, et al.
Published: (2023)

SemEval-2024 Task 1: Semantic Textual Relatedness for African and Asian Languages
by: Ousidhoum, Nedjma, et al.
Published: (2024)

AmharicStoryQA: A Multicultural Story Question Answering Benchmark in Amharic
by: Azime, Israel Abebe, et al.
Published: (2026)

NaijaS2ST: A Multi-Accent Benchmark for Speech-to-Speech Translation in Low-Resource Nigerian Languages
by: Maltais, Marie, et al.
Published: (2026)

Natural language processing for African languages
by: Adelani, David Ifeoluwa
Published: (2025)

AFRIDOC-MT: Document-level MT Corpus for African Languages
by: Alabi, Jesujoba O., et al.
Published: (2025)

Correcting FLORES Evaluation Dataset for Four African Languages
by: Abdulmumin, Idris, et al.
Published: (2024)

AfrIFact: Cultural Information Retrieval, Evidence Extraction and Fact Checking for African Languages
by: Azime, Israel Abebe, et al.
Published: (2026)

Uhura: A Benchmark for Evaluating Scientific Question Answering and Truthfulness in Low-Resource African Languages
by: Bayes, Edward, et al.
Published: (2024)

Hate Speech Detection and Classification in Amharic Text with Deep Learning
by: Gashe, Samuel Minale, et al.
Published: (2024)

Afri-MCQA: Multimodal Cultural Question Answering for African Languages
by: Tonja, Atnafu Lambebo, et al.
Published: (2026)

SemRel2024: A Collection of Semantic Textual Relatedness Datasets for 13 Languages
by: Ousidhoum, Nedjma, et al.
Published: (2024)

Evaluating Deep Learning Models for African Wildlife Image Classification: From DenseNet to Vision Transformers
by: Aliyu, Lukman Jibril, et al.
Published: (2025)

AfriHG: News headline generation for African Languages
by: Ogunremi, Toyib, et al.
Published: (2024)

IrokoBench: A New Benchmark for African Languages in the Age of Large Language Models
by: Adelani, David Ifeoluwa, et al.
Published: (2024)

ANGOFA: Leveraging OFA Embedding Initialization and Synthetic Data for Angolan Language Model
by: Quinjica, Osvaldo Luamba, et al.
Published: (2024)

Improving Multilingual Math Reasoning for African Languages
by: Ogundepo, Odunayo, et al.
Published: (2025)