A Generative Approach to Titling and Clustering Wikipedia Sections

WS 2020 Anjalie FieldSascha RotheSimon BaumgartnerCong YuAbe Ittycheriah

We evaluate the performance of transformer encoders with various decoders for information organization through a new task: generation of section headings for Wikipedia articles. Our analysis shows that decoders containing attention mechanisms over the encoder output achieve high-scoring results by generating extractive text... (read more)

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