Adapting Automatic Summarization to New Sources of Information - 2019

Explore the challenges and advancements in automatic summarization techniques for diverse information sources in this comprehensive lecture by Jessica Ouyang from Columbia University. Delve into adapting summarization methods for online personal narratives and cross-lingual content in low-resource languages. Learn about data collection, content selection tasks, sentence-level metrics, and heuristics used in summarization. Examine experiments, classification tasks, and real-world evaluations for Arabic summarization. Gain insights into ongoing work in multimodal summarization, ethical considerations in NLP, and interannotator agreement. Discover how these techniques can improve information accessibility across various genres and languages.