Deep Learning-Based Urdu Named Entity Recognition Using Transformer Models

Abstract

This paper presents a transformer-based approach for Named Entity Recognition in the Urdu language. We leverage BERT variants fine-tuned on a custom annotated Urdu NER corpus and achieve state-of-the-art results on multiple benchmarks.