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.