Mansoor Ahmed Khuhro

Bridging the Gap: A Transformer-Based Chatbot Architecture for Low-Resource Brahui via Embedding Fusion and Transfer Learning

2026 · Mehran University Research Journal of Engineering and Technology

Large language models have transformed conversational artificial intelligence; however, their performance remains weak for languages with extreme resource scarcity. Brahui is a typologically distinct Dravidian language with limited annotated data and minimal representation in multilingual …