Ep. 166 - March 8, 2024

arXiv NLP research summaries for March 8, 2024. Today's Research Themes (AI-Generated): • Investigating the use of large decoder-only language models for RST discourse parsing reveals state-of-the-art results. • A rule-driven news captioning method is proposed to ensure image descriptions comply with fundamental news reporting rules. • Chat-based unified information extraction framework ChatUIE demonstrates improved performance in domain-specific tasks using large language models. • Large language models show potential to predict human memory performance, offering insights into underlying cognitive mechanisms. • ROUGE-K, a new keyword-oriented evaluation metric for summarization, addresses inclusion of informative words in summaries.