Israel Abebe Azime
3 papers in the PaperMetrix corpus
Papers by this author
-
EthioLLM: Multilingual Large Language Models for Ethiopian Languages with Task Evaluation
2024 · arXiv (Cornell University)
Large language models (LLMs) have gained popularity recently due to their outstanding performance in various downstream Natural Language Processing (NLP) tasks. However, low-resource languages are still lagging behind current state-of-the-art (SOTA) developments in the field …
-
Quality at a Glance: An Audit of Web-Crawled Multilingual Datasets
2022 · Transactions of the Association for Computational Linguistics
Abstract With the success of large-scale pre-training and multilingual modeling in Natural Language Processing (NLP), recent years have seen a proliferation of large, Web-mined text datasets covering hundreds of languages. We manually audit the quality …
-
MasakhaNER: Named Entity Recognition for African Languages
2021 · Transactions of the Association for Computational Linguistics
Abstract We take a step towards addressing the under- representation of the African continent in NLP research by bringing together different stakeholders to create the first large, publicly available, high-quality dataset for named entity recognition …