Urdu Hindi Machine Transliteration using SMT

Development of a Complete Urdu-Hindi Transliteration System

A House United: Bridging the Script and Lexical Barrier between Hindi and Urdu

In Computational Linguistics, Hindi and Urdu are not viewed as a monolithic entity and have received separate attention with respect to their text processing. From part-of-speech tagging to machine translation, models ar…

Sequence to Sequence Networks for Roman-Urdu to Urdu Transliteration

Neural Machine Translation models have replaced the conventional phrase based statistical translation methods since the former takes a generic, scalable, data-driven approach rather than relying on manual, hand-crafted f…

Low-Resource Transliteration for Roman-Urdu and Urdu Using Transformer-Based Models

As the Information Retrieval (IR) field increasingly recognizes the importance of inclusivity, addressing the needs of low-resource languages remains a significant challenge. Transliteration between Urdu and its Romanize…

Exploiting Transliterated Words for Finding Similarity in Inter-Language News Articles using Machine Learning

Finding similarities between two inter-language news articles is a challenging problem of Natural Language Processing (NLP). It is difficult to find similar news articles in a different language other than the native lan…