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Naol Bakala Defersha

Observed name: Defersha, Naol Bakala
ORCID: 0000-0001-8708-0311
Observed ORCID: 0000-0001-8708-0311
OpenAlex ID: A5041905865
Detection of Hate Speech Text in Afan Oromo Social Media using Machine Learning Approach
2021 · Addis Ababa Science and Technology, Addis Ababa, 16417, Ethiopia, Naol Bakala Defersha, et al. · Indian Journal of Science and Technology · 22
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Tuning Hyperparameters of Machine Learning Methods for Afan Oromo Hate Speech Text Detection for Social Media
2021 · Naol Bakala Defersha, Kula Kekeba, et al. · International Conference on Computing and Communications Technologies (ICCCT) · 12
Adapting Outperformer from Topic Modeling Methods for Topic Extraction and Analysis: The Case of Afaan Oromo, Amharic, and Tigrigna Facebook Text Comments
2024 · Naol Bakala Defersha, Kula Kekeba Tune, et al. · International Journal of Advanced Computer Science and Applications · 5
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Deep Learning based Multilabel Hateful Speech Text Comments Recognition and Classification Model for Resource Scarce Ethiopian Language: The case of Afaan Oromo
2022 · Naol Bakala Defersha, Jemal Abawajy, et al. · IEEE International Conference on Current Development in Engineering and Technology (CCET) · 4
EthioLSocMDMTLM: Exploring Application of Topic Modeling for Building Ethiopian Language Social Media Data-Based Multilingual Transformer Language Models for Multilingual Hateful Content Detection
2025 · Naol Bakala Defersha, Kula Kekeba Tune, et al. · Journal of Computer Science · 3
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Topic Words‐Based Multilingual Hateful Linguistic Resources Construction for Developing Multilingual Hateful Content Detection Model Using Deep Learning Technique
2025 · Naol Bakala Defersha, Kula Kekeba Tune, et al. · IET Information Security · 3
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A Two Steps Approach for Afan Oromo Nonfiction Text Categorization
2018 · Naol Bakala Defersha, Getachow Mamo · International Journal of Scientific Research in Computer Science Engineering and Information Technology · 1
Ambo University Student’s Case Classification Models using Support Vector Machine
2020 · Naol Bakala Defersha · International Journal of Recent Technology and Engineering (IJRTE)
Developing Eligibility Predicting Model for Applicants of Oromia Micro and Small Enterprises Agency using Machine Learning Approach
2019 · Defersha, Naol Bakala · Zenodo (CERN European Organization for Nuclear Research)
Works count: 9
Citation count: 50
H-index: 4
I10-index: 2
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