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Sentence Fusion

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Leveraging Pre-trained Checkpoints for Sequence Generation Tasks

29 Jul 2019google-research-datasets/ToTTo

Unsupervised pre-training of large neural models has recently revolutionized Natural Language Processing.

MACHINE TRANSLATION NATURAL LANGUAGE UNDERSTANDING SENTENCE FUSION TEXT SUMMARIZATION

Scoring Sentence Singletons and Pairs for Abstractive Summarization

ACL 2019 ucfnlp/summarization-sing-pair-mix

There is thus a crucial gap between sentence selection and fusion to support summarizing by both compressing single sentences and fusing pairs.

ABSTRACTIVE TEXT SUMMARIZATION DOCUMENT SUMMARIZATION MULTI-DOCUMENT SUMMARIZATION SENTENCE FUSION

DiscoFuse: A Large-Scale Dataset for Discourse-Based Sentence Fusion

NAACL 2019 google-research-datasets/discofuse

We author a set of rules for identifying a diverse set of discourse phenomena in raw text, and decomposing the text into two independent sentences.

SENTENCE FUSION TEXT SIMPLIFICATION TRANSFER LEARNING