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Kosmos-2.5: A Multimodal Literate Model

Research paper by Tengchao Lv and collaborators. Published 2023-09-20. Topics: multimodal literate model, machine reading, spatially-aware text blocks, markdown format, Transformer architecture.

Resource information

Authors
Tengchao Lv, Yupan Huang, Jingye Chen, Lei Cui, Shuming Ma, Yaoyao Chang, Shaohan Huang, Wenhui Wang, Li Dong, Weiyao Luo, Shaoxiang Wu, Guoxin Wang, Cha Zhang, Furu Wei
Research topics
multimodal literate model, machine reading, spatially-aware text blocks, markdown format, Transformer architecture, task-specific prompts, text representations, end-to-end document-level text recognition, image-to-markdown text generation, supervised fine-tuning, multimodal large language models
Publication date
2023-09-20
Publication
arXiv
Last record update
Nov 3, 2026