Making Sense of Subtitles: Sentence Boundary Detection and Speaker Change Detection in Unpunctuated Texts

Gregor Donabauer, Udo Kruschwitz, David P. A. Corney · Companion Proceedings of the Web Conference 2021 · 2021

The rise of deep learning methods has transformed the research area of natural language processing beyond recognition. New benchmark performances are reported on a daily basis ranging from machine translation to question-answering. Yet, some of the unsolved practical research questions are not in the spotlight and this includes, for example, issues arising at the interface between spoken and written language processing.

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