Shangjie Li
Shangjie Li has 2 papers in our library, in 2023, most of them on Language models & pretraining, Multilingual & cross-lingual NLP; often with Deyi Xiong, Haoran Wei, Huan Lin.
OpenAlex · ORCID · h-index 5 · 7 works · 59 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 107 times in our library · ⭐ Paper Stars ranking: #7348
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📚 Shelves 5The field of science this work belongs to (OpenAlex fields).Arts and Humanities · 2 worksComputer Science · 2 worksArtificial Intelligence · 2 worksComputer Vision and Pattern Recognition · 2 worksLanguage and Linguistics · 2 works
🧭 Topics 2Research subjects and languages the work is about.Language models & pretraining · 1 workMultilingual & cross-lingual NLP · 1 work
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2020s
Papers
- PolyLM: An Open Source Polyglot Large Language Model (2023 · 103 citations)
Most open LLMs are trained mainly on English, so they handle many widely spoken languages poorly. Open multilingual instruction data and a shared multilingual evaluation suite are also missing. Researchers at Alibaba's DAMO Academy tackle all three gaps. They pre-train PolyLM from scratch in two sizes, 1.7B and 13B… - PEIT: Bridging the Modality Gap with Pre-trained Models for End-to-End Image Translation (2023 · 32 citations)
Image translation (IT) converts text embedded in an image from one language into another. Cascaded OCR+MT pipelines accumulate errors and are slow. End-to-end models struggle because visual text and textual MT inputs are represented very differently. The authors propose PEIT, which uses pre-trained components to…
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