Author

Tasnim Akter Onisha

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Open access Aug 2026

A Lightweight BERT-Variant Optimized for WebGPU-Based Real-TimeInference in Web Browsers

A lightweight BERT-inspired architecture optimized for GPU parallelmatrix operations through TensorFlow.js with the WebGPU backend is proposed, establishing a practical framework for deploying real-time edge NLP applications using open web standards and GPU acceleration.

Md Istiak Morsalin, Tasnim Akter Onisha, A. Shalan et al. · Informatica · 0 citations