Evaluation of Semantic Search and its Role in Retrieved-Augmented-Generation (RAG) for Arabic Language

no code implementations • 27 Mar 2024 • Ali Mahboub, Muhy Eddin Za'ter, Bashar Alfrou, Yazan Estaitia, Adnan Jaljuli, Asma Hakouz

The latest advancements in machine learning and deep learning have brought forth the concept of semantic similarity, which has proven immensely beneficial in multiple applications and has largely replaced keyword search.

Retrieval Semantic Similarity +1

A New Benchmark for Evaluating Automatic Speech Recognition in the Arabic Call Domain

no code implementations • 7 Mar 2024 • Qusai Abo Obaidah, Muhy Eddin Zater, Adnan Jaljuli, Ali Mahboub, Asma Hakouz, Bashar Alfrou, Yazan Estaitia

This work is an attempt to introduce a comprehensive benchmark for Arabic speech recognition, specifically tailored to address the challenges of telephone conversations in Arabic language.

Arabic Speech Recognition Automatic Speech Recognition +2