Search Results for author: Abinew Ali Ayele

Found 7 papers, 5 papers with code

Natural Language Processing in Ethiopian Languages: Current State, Challenges, and Opportunities

1 code implementation25 Mar 2023 Atnafu Lambebo Tonja, Tadesse Destaw Belay, Israel Abebe Azime, Abinew Ali Ayele, Moges Ahmed Mehamed, Olga Kolesnikova, Seid Muhie Yimam

This survey delves into the current state of natural language processing (NLP) for four Ethiopian languages: Amharic, Afaan Oromo, Tigrinya, and Wolaytta.

The Effect of Normalization for Bi-directional Amharic-English Neural Machine Translation

2 code implementations27 Oct 2022 Tadesse Destaw Belay, Atnafu Lambebo Tonja, Olga Kolesnikova, Seid Muhie Yimam, Abinew Ali Ayele, Silesh Bogale Haile, Grigori Sidorov, Alexander Gelbukh

Machine translation (MT) is one of the main tasks in natural language processing whose objective is to translate texts automatically from one natural language to another.

Machine Translation Sentence +1

Analysis of the Ethiopic Twitter Dataset for Abusive Speech in Amharic

no code implementations9 Dec 2019 Seid Muhie Yimam, Abinew Ali Ayele, Chris Biemann

Since several languages can be written using the Fidel script, we have used the existing Amharic, Tigrinya and Ge'ez corpora to retain only the Amharic tweets.

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