Framework to evaluate and test defences against hallucination in large language model

• Main Author: Pan, Johnny Shi Han
• Other Authors: Luu Anh Tuan
• Format: Final Year Project
• Language: English
• Published: Nanyang Technological University 2024
• Subjects: Computer and Information Science; Large language model; LLM safety; LLM testing and defences
• Online Access: https://hdl.handle.net/10356/180892
• Institution: Nanyang Technological University

The recent advancement of AI, particularly the large language models (LLMs) has en- abled unprecedented capabilities in natural language processing (NLP) tasks, including things such as content generation, translation, and question answering (QA). However, just like any new technology, LLMs faced...