Causally-Grounded Dual-Path Attention Intervention for Object Hallucination Mitigation in LVLMs

Liu Yu 0001, Zhonghao Chen, Ping Kuang, Zhikun Feng, Fan Zhou 0002, Lan Wang, Gillian Dobbie. Causally-Grounded Dual-Path Attention Intervention for Object Hallucination Mitigation in LVLMs. In Sven Koenig, Chad Jenkins, Matthew E. Taylor, editors, Fortieth AAAI Conference on Artificial Intelligence, Thirty-Eighth Conference on Innovative Applications of Artificial Intelligence, Sixteenth Symposium on Educational Advances in Artificial Intelligence, AAAI 2026, Singapore, January 20-27, 2026. pages 36021-36029, AAAI Press, 2026. [doi]

Authors

Liu Yu 0001

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Zhonghao Chen

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Ping Kuang

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Zhikun Feng

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Fan Zhou 0002

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Lan Wang

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Gillian Dobbie

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