mlsanityData to 7 Oct 2026

Problems with automating translation of movie/TV show subtitles

arXiv 1909.05362 ↗First posted 4 Sep 2019cs.CL cs.LG stat.MLcited by 3

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Abstract (arXiv)

We present 27 problems encountered in automating the translation of movie/TV show subtitles. We categorize each problem in one of the three categories viz. problems directly related to textual translation, problems related to subtitle creation guidelines, and problems due to adaptability of machine translation (MT) engines. We also present the findings of a translation quality evaluation experiment where we share the frequency of 16 key problems. We show that the systems working at the frontiers of Natural Language Processing do not perform well for subtitles and require some post-processing solutions for redressal of these problems

Key facts. Cited by 3 papers in the map (data through 7 Oct 2026). First posted on arXiv 4 Sep 2019.

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3 papers.