2 papers
cs.CL2024
The Model Arena for Cross-lingual Sentiment Analysis: A Comparative Study in the Era of Large Language Models
Xiliang Zhu, Shayna Gardiner, Tere Roldán +1
Sentiment analysis serves as a pivotal component in Natural Language Processing (NLP). Advancements in multilingual pre-trained models such as XLM-R and mT5 have contributed to the…
cs.CL2024
Resolving Transcription Ambiguity in Spanish: A Hybrid Acoustic-Lexical System for Punctuation Restoration
Xiliang Zhu, Chia-Tien Chang, Shayna Gardiner +2
Punctuation restoration is a crucial step after Automatic Speech Recognition (ASR) systems to enhance transcript readability and facilitate subsequent NLP tasks. Nevertheless, conv…