Search Results for author: Ibrahim Gashaw

Found 4 papers, 0 papers with code

Language Modelling with NMT Query Translation for Amharic-Arabic Cross-Language Information Retrieval

no code implementations ICON 2019 Ibrahim Gashaw, H.l Shashirekha

This paper describes our first experiment on Neural Machine Translation (NMT) based query translation for Amharic-Arabic Cross-Language Information Retrieval (CLIR) task to retrieve relevant documents from Amharic and Arabic text collections in response to a query expressed in the Amharic language.

Information Retrieval Language Modelling +4

Machine Learning Approaches for Amharic Parts-of-speech Tagging

no code implementations10 Jan 2020 Ibrahim Gashaw, H. L. Shashirekha

Part-of-speech (POS) tagging is considered as one of the basic but necessary tools which are required for many Natural Language Processing (NLP) applications such as word sense disambiguation, information retrieval, information processing, parsing, question answering, and machine translation.

BIG-bench Machine Learning Information Retrieval +8

Amharic-Arabic Neural Machine Translation

no code implementations26 Dec 2019 Ibrahim Gashaw, H. L. Shashirekha

Many automatic translation works have been addressed between major European language pairs, by taking advantage of large scale parallel corpora, but very few research works are conducted on the Amharic-Arabic language pair due to its parallel data scarcity.

Machine Translation NMT +1

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