Federated learning for natural language processing in medical domain

• Main Author: Saraf, Ishita
• Other Authors: Anupam Chattopadhyay
• Format: Final Year Project
• Language: English
• Published: Nanyang Technological University 2024
• Subjects: Computer and Information Science; Federated learning; Natural language processing; Chatbot; Medical; Conversational agent
• Online Access: https://hdl.handle.net/10356/175336
• Institution: Nanyang Technological University

Recent years have witnessed an unprecedented surge in interest and innovation in the field of Natural Language Processing (NLP), largely due to ground-breaking developments such as the creation of ChatGPT and other Large Language Model (LLM) applications. In today's landscape, data-driven deep...