Search Results for author: Alex Klementiev

Found 7 papers, 1 papers with code

Inducing Document Structure for Aspect-based Summarization

1 code implementation ACL 2019 Lea Frermann, Alex Klementiev, re

In addition to improvements in summarization over topic-agnostic baselines, we demonstrate the benefit of the learnt document structure: we show that our models (a) learn to accurately segment documents by aspect; (b) can leverage the structure to produce both abstractive and extractive aspect-based summaries; and (c) that structure is particularly advantageous for summarizing long documents.

Abstractive Text Summarization

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