mlsanityData to 7 Oct 2026

Quantitative Evaluation of Alternative Translations in a Corpus of Highly Dissimilar Finnish Paraphrases

arXiv 2105.02477 ↗First posted 6 May 2021cs.CLcited by 1

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Abstract (arXiv)

In this paper, we present a quantitative evaluation of differences between alternative translations in a large recently released Finnish paraphrase corpus focusing in particular on non-trivial variation in translation. We combine a series of automatic steps detecting systematic variation with manual analysis to reveal regularities and identify categories of translation differences. We find the paraphrase corpus to contain highly non-trivial translation variants difficult to recognize through automatic approaches.

Key facts. Cited by 1 paper in the map (data through 7 Oct 2026). Builds on 7 of its 28 references that are in the map. First posted on arXiv 6 May 2021.

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7 of 28 references.

References · 7

  1. 2019BERTScore: Evaluating Text Generation with BERTcited by 5,462
  2. 2013Efficient Estimation of Word Representations in Vector Spacecited by 4,346
  3. 2019PAWS: Paraphrase Adversaries from Word Scramblingcited by 395
  4. 2019Multilingual is not enough: BERT for Finnishcited by 118
  5. 2018Open Subtitles Paraphrase Corpus for Six Languagescited by 24
  6. 2021Finnish Paraphrase Corpuscited by 10
  7. 2019Universal Lemmatizer: A Sequence to Sequence Model for Lemmatizing Universal Dependencies Treebankscited by 7

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Citing papers per year: 2021: 1.

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