mlsanityData to 14 Oct 2026

PDFMathTranslate: Scientific Document Translation Preserving Layouts

arXiv 2507.03009 ↗First posted 2 Jul 2025cs.CL cs.IR cs.LGcited by 2

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Abstract (arXiv)

Language barriers in scientific documents hinder the diffusion and development of science and technologies. However, prior efforts in translating such documents largely overlooked the information in layouts. To bridge the gap, we introduce PDFMathTranslate, the world's first open-source software for translating scientific documents while preserving layouts. Leveraging the most recent advances in large language models and precise layout detection, we contribute to the community with key improvements in precision, flexibility, and efficiency. The work has been open-sourced at https://github.com/byaidu/pdfmathtranslate with more than 222k downloads.

Key facts. Cited by 2 papers in the map (data through 14 Oct 2026). Builds on 9 of its 22 references that are in the map. First posted on arXiv 2 Jul 2025.

Builds on

9 of 22 references.

References · 9

  1. 2017Attention Is All You Needcited by 60,361
  2. 2020Language Models are Few-Shot Learnerscited by 32,419
  3. 2022Chain-of-Thought Prompting Elicits Reasoning in Large Language Modelscited by 12,459
  4. 2015Neural Machine Translation of Rare Words with Subword Unitscited by 2,918
  5. 2024YOLOv10: Real-Time End-to-End Object Detectioncited by 515
  6. 2016Google's Multilingual Neural Machine Translation System: Enabling Zero-Shot Translationcited by 469
  7. 2023Role-Play with Large Language Modelscited by 294
  8. 2023Better Zero-Shot Reasoning with Role-Play Promptingcited by 223
  9. 2024DocLayout-YOLO: Enhancing Document Layout Analysis through Diverse Synthetic Data and Global-to-Local Adaptive Perceptioncited by 82

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Cited by year (2026 to 14 Oct)

Citing papers per year: 2026: 2.

2 papers.