Massive and fast-evolving news articles keep emerging on the web. To effectively
summarize and provide concise insights into real-world events, we propose a new event …

Episodic structures are inherently interpretable and adaptable to evolving large-scale key
events. However, state-of-the-art automatic event detection methods overlook event …

Knowledge about outcomes is critical for complex event understanding but is hard to
acquire. We show that by pre-identifying a participant in a complex event, crowd workers are …

This paper aims to map out the current landscape of generative approaches to the task of
event extraction. In surveying the emerging literature on the topic, we identify the distinctive …