Knowledge enhanced stance detection

• Main Author: Hu, Kairui
• Other Authors: Guan Cuntai
• Format: Final Year Project
• Language: English
• Published: Nanyang Technological University 2024
• Subjects: Computer and Information Science; Stance detection; Large language models; Knowledge enhancement; Natural language processing
• Online Access: https://hdl.handle.net/10356/175100
• Institution: Nanyang Technological University

Stance detection is a task that aims to identify the stance expressed in a document towards a specific target. Recent advancements, like Chain-of-Thought (CoT) prompting, have enhanced the reasoning capabilities of Large Language Models (LLMs) by incorporating intermediate rationales. However, the e...