Qishuai Zhong

Punctuation Restoration: A Case Study of BERT-Based Models' Task-Specific Excellence

Large Language Models (LLMs) have made remarkable strides in various tasks, yet their suitability for restoring punctuation in ASR-generated transcripts remains under-explored. Through extensive experiments, we demonstrate that LLMs tend to repeatedly use the same punctuation marks and alter input t…