Punctuation restoration for speech transcripts using large language models

• Main Author: Liu, Changsong
• Other Authors: Chng Eng Siong
• Format: Final Year Project
• Language: English
• Published: Nanyang Technological University 2024
• Subjects: Computer and Information Science; Punctuation restoration; Large language models; Natural language processing
• Online Access: https://hdl.handle.net/10356/175306
• Institution: Nanyang Technological University

This thesis explores punctuation restoration in speech transcripts using Large Language Models (LLMs) to enhance text readability and comprehension. We focus on the efficacy of LLMs, specifically XLM-RoBERTa and Llama-2. The primary contributions include the refinement of the existing XLM-RoBERTa mo...