Proceedings of the Conference Recent Advances in Natural Language Processing - Deep Learning for Natural Language Processing M 2021
DOI: 10.26615/978-954-452-072-4_019
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Split-and-Rephrase in a Cross-Lingual Manner: a Complete Pipeline

Abstract: Split-and-rephrase is a challenging task that promotes the transformation of a given complex input sentence into multiple shorter sentences retaining equivalent meaning. This rewriting approach conceptualizes that shorter sentences benefit human readers and improve NLP downstream tasks attending as a preprocessing step. This work presents a complete pipeline capable of performing the split-andrephrase method in a cross-lingual manner. We trained sequence-to-sequence neural models as from English corpora and ap… Show more

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