By an EthioNLP member
Mesay Gemeda Yigezu
PhD student · Instituto Politécnico Nacional
20publications
1model or dataset
Models and datasets
text classification
7 downloads
0updated Apr 2023
Publications
A Unified Framework with Novel Metrics for Evaluating the Effectiveness of XAI Techniques in LLMs
arXiv (Cornell University) · 2025
Data-Efficient Approaches for Hate Speech Detection Tasks in Under-Resourced Languages
SSRN Electronic Journal · 2025
Evaluating the effectiveness of XAI techniques for encoder-based language models
Knowledge-Based Systems · 2025
Explainable AI: XAI-guided context-aware data augmentation
Expert Systems with Applications · 2025
Bilingual Word-Level Language Identification for Omotic Languages
EAI/Springer Innovations in Communication and Computing · 2024
Design and Develop Automatic Parts of Speech Tagger for Siltigna Language
2024
Detecting multilingual hate speech targeting immigrants and women on Twitter
Journal of Intelligent & Fuzzy Systems · 2024
Ethio-Fake: Cutting-Edge Approaches to Combat Fake News in Under-Resourced Languages Using Explainable AI
Procedia Computer Science · 2024
EthioLLM: Multilingual Large Language Models for Ethiopian Languages with Task Evaluation
LREC-COLING 2024 · 2024
Extractive Text Summarization for Wolaytta Language Using Recurrent Neural Network
2024
Habesha@DravidianLangTech 2024: Detecting Fake News Detection in Dravidian Languages using Deep Learning
2024
Odio-BERT: Evaluating domain task impact in hate speech detection
Journal of Intelligent & Fuzzy Systems · 2024
Semantic-Driven Topic Modeling Using Transformer-Based Embeddings and Clustering Algorithms
Procedia Computer Science · 2024
Evaluating the Effectiveness of Hybrid Features in Fake News Detection on Social Media
SSRN Electronic Journal · 2023
Ginger Disease Detection Using a Computer Vision Pre-trained Model
Studies in big data · 2023
MasakhaNEWS: News Topic Classification for African languages
arXiv (Cornell University) · 2023
Early Ginger Disease Detection Using Deep Learning Approach
Lecture notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering · 2022
Transformer-based Model for Word Level Language Identification in Code-mixed Kannada-English Texts
arXiv (Cornell University) · 2022
A Parallel Corpora for bi-directional Neural Machine Translation for Low Resourced Ethiopian Languages
2021
Multilingual Neural Machine Translation for Low Resourced Languages: Ometo-English
2021