Punctuation restoration for speech transcripts using large language models

• المؤلف الرئيسي: Liu, Changsong
• مؤلفون آخرون: Chng Eng Siong
• التنسيق: Final Year Project
• اللغة: English
• منشور في: Nanyang Technological University 2024
• الموضوعات: Computer and Information Science; Punctuation restoration; Large language models; Natural language processing
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/175306

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...