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How Do LLMs and VLMs Understand Viewpoint Rotation Without Vision? An Interpretability Study

Year: 2026

Type: conference-paper

Abstract: Zhen Yang, Ping Jian, Zhongbin Guo, Zuming Zhang, Chengzhi Li, Yonghong Deng, Xinyue Zhang, Wenpeng Lu. Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers). 2026.

Source: Proceedings of the conference - Association for Computational Linguistics. Meeting

DOI: 10.18653/v1/2026.acl-long.496

Authors: Zhen Yang, Ping Jian, Zhongbin Guo, Zuming Zhang, Chengzhi Li, Yonghong Deng, Xinyue Zhang, Wenpeng Lu

Institutions: Beijing Institute of Technology, Qilu University of Technology, Shandong Academy of Sciences, National Supercomputing Center in Jinan

Language: English

Topic: Multimodal Machine Learning Applications

Subfield: Computer Vision and Pattern Recognition

Field: Computer Science

Domain: Physical Sciences

Open Access status: hybrid

Funder: National Natural Science Foundation of China

Awards: G7690591733, G917634060

OpenAlex ID: W7166855586

FWCI:

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