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Kosmos-2: Grounding Multimodal Large Language Models to the World

Research paper by Zhiliang Peng and collaborators. Published 2023-06-26. Topics: Multimodal Large Language Model, MLLM, refer expressions, Markdown, location tokens.

Resource information

Authors
Zhiliang Peng, Wenhui Wang, Li Dong, Yaru Hao, Shaohan Huang, Shuming Ma, Furu Wei
Research topics
Multimodal Large Language Model, MLLM, refer expressions, Markdown, location tokens, grounded image-text pairs, multimodal grounding, referring expression comprehension, phrase grounding, multimodal referring, referring expression generation, perception-language tasks
Publication date
2023-06-26
Publication
arXiv
Last record update
Nov 3, 2026