EthioLLM: Multilingual Large Language Models for Ethiopian Languages with Task Evaluation

no code implementations • 20 Mar 2024 • Atnafu Lambebo Tonja, Israel Abebe Azime, Tadesse Destaw Belay, Mesay Gemeda Yigezu, Moges Ahmed Mehamed, Abinew Ali Ayele, Ebrahim Chekol Jibril, Michael Melese Woldeyohannis, Olga Kolesnikova, Philipp Slusallek, Dietrich Klakow, Shengwu Xiong, Seid Muhie Yimam

We open-source our multilingual language models, new benchmark datasets for various downstream tasks, and task-specific fine-tuned language models and discuss the performance of the models.

ANEC: An Amharic Named Entity Corpus and Transformer Based Recognizer

no code implementations • 2 Jul 2022 • Ebrahim Chekol Jibril, A. Cüneyd Tantğ

Named Entity Recognition is an information extraction task that serves as a preprocessing step for other natural language processing tasks, such as machine translation, information retrieval, and question answering.

imbalanced classification Information Retrieval +6