Salman Toor

FedQAS: Privacy-Aware Machine Reading Comprehension with Federated Learning

2022 · Applied Sciences

Machine reading comprehension (MRC) of text data is a challenging task in Natural Language Processing (NLP), with a lot of ongoing research fueled by the release of the Stanford Question Answering Dataset (SQuAD) and Conversational …

Empowering Data Mesh with Federated Learning

2024 · arXiv (Cornell University)

The evolution of data architecture has seen the rise of data lakes, aiming to solve the bottlenecks of data management and promote intelligent decision-making. However, this centralized architecture is limited by the proliferation of data …