Yinxu Pan
Yinxu Pan has 2 papers in our library, in 2022–2023, most of them on Language models & pretraining, Multilingual & cross-lingual NLP, Vision & language; often with Chongyi Wang, Jinyi Hu, Qianyu Chen.
OpenAlex · h-index 4 · 7 works · 102 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 64 times in our library · ⭐ Paper Stars ranking: #7099
Affiliations
Fields, topics and concepts
📚 Shelves 5The field of science this work belongs to (OpenAlex fields).Computer Science · 2 worksArtificial Intelligence · 2 worksComputer Vision and Pattern Recognition · 2 worksArts and Humanities · 1 workLanguage and Linguistics · 1 work
🧭 Topics 3Research subjects and languages the work is about.Language models & pretraining · 1 workMultilingual & cross-lingual NLP · 1 workVision & language · 1 work
Works by year
2020s
Papers
- Large Multilingual Models Pivot Zero-Shot Multimodal Learning across Languages (2023 · 43 citations)
Most large multimodal systems for image understanding and image generation work well only in English. Other languages lack the huge image-text collections such training needs: BLIP-2 used over 100M pairs, and Stable Diffusion used over 2B. The authors propose MPM, a training paradigm that uses a multilingual LLM as a… - ERNIE-Layout: Layout Knowledge Enhanced Pre-training for Visually-rich Document Understanding (2022 · 40 citations)
Most document pre-training models treat layout as a 2D extension of 1D positions and serialize OCR output in raster-scan order (top-to-bottom, left-to-right).
Co-authors here
- Chongyi Wang
- Jinyi Hu
- Qianyu Chen
- Qiming Peng
- Shan Wang
- Shikun Feng
- Tianyu Yu
- Weichong Yin
- Xu Han
- Yankai Lin
- Yin Zhang
- Yu Sun
Cited by
Updated
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