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Comparable Corpora: Opportunities for New Research Directions

arXiv 2501.14721 ↗First posted 24 Jan 2025cs.CLcited by 0

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Abstract (arXiv)

Most conference papers present new results, but this paper will focus more on opportunities for the audience to make their own contributions. This paper is intended to challenge the community to think more broadly about what we can do with comparable corpora. We will start with a review of the history, and then suggest new directions for future research. This was a keynote at BUCC-2025, a workshop associated with Coling-2025.

Key facts. No citing papers in the map yet (data through 14 Oct 2026). Builds on 10 of its 40 references that are in the map. First posted on arXiv 24 Jan 2025.

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10 of 40 references.

References · 10

  1. 2022No Language Left Behind: Scaling Human-Centered Machine Translationcited by 1,312
  2. 2020The State and Fate of Linguistic Diversity and Inclusion in the NLP Worldcited by 798
  3. 2021The FLORES-101 Evaluation Benchmark for Low-Resource and Multilingual Machine Translationcited by 560
  4. 2017Word Translation Without Parallel Datacited by 487
  5. 2020SPECTER: Document-level Representation Learning using Citation-informed Transformerscited by 430
  6. 2023Scaling Speech Technology to 1,000+ Languagescited by 411
  7. 2017Unsupervised Machine Translation Using Monolingual Corpora Onlycited by 273
  8. 2020Translation Artifacts in Cross-lingual Transfer Learningcited by 96
  9. 2024No Culture Left Behind: ArtELingo-28, a Benchmark of WikiArt with Captions in 28 Languagescited by 19
  10. 2024Correcting FLORES Evaluation Dataset for Four African Languagescited by 13

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