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AfriNLLB: Efficient Translation Models for African Languages
Yasmin Moslem, Aman Kassahun Wassie, Amanuel Gizachew Abebe
In this work, we present AfriNLLB, a series of lightweight models for efficient translation from and into African languages. AfriNLLB supports 15 language pairs (30 translation dir…
Bemba Speech Translation: Exploring a Low-Resource African Language
Muhammad Hazim Al Farouq, Aman Kassahun Wassie, Yasmin Moslem
This paper describes our system submission to the International Conference on Spoken Language Translation (IWSLT 2025), low-resource languages track, namely for Bemba-to-English sp…
Domain-Specific Translation with Open-Source Large Language Models: Resource-Oriented Analysis
Aman Kassahun Wassie, Mahdi Molaei, Yasmin Moslem
In this work, we compare the domain-specific translation performance of open-source autoregressive decoder-only large language models (LLMs) with task-oriented machine translation…
Walia-LLM: Enhancing Amharic-LLaMA by Integrating Task-Specific and Generative Datasets
Israel Abebe Azime, Atnafu Lambebo Tonja, Tadesse Destaw Belay +6
Large language models (LLMs) have received a lot of attention in natural language processing (NLP) research because of their exceptional performance in understanding and generating…
Machine Translation for Ge'ez Language
Aman Kassahun Wassie
Machine translation (MT) for low-resource languages such as Ge'ez, an ancient language that is no longer the native language of any community, faces challenges such as out-of-vocab…