GLINT: Global-local fusion with attention intervention for MLLM hallucination mitigation caused by insufficient visual resolution.

Pengyu Zhao|Jinan Xu|Songming Zhang|Chengkai Wang|Wenjuan Han


Anthology ID:DBLP:journals/ipm/ZhaoXZWH26
Year:2026
Venue:Information Processing and Management
Pages:104850
URL:https://doi.org/10.1016/J.IPM.2026.104850
DOI:https://doi.org/10.1016/J.IPM.2026.104850
DBLP:journals/ipm/ZhaoXZWH26
BibTeX:
@article{zhao-2026-glint, author = {Pengyu Zhao and Jinan Xu and Songming Zhang and Chengkai Wang and Wenjuan Han}, title = {{GLINT: Global-local fusion with attention intervention for MLLM hallucination mitigation caused by insufficient visual resolution}}, journal = {Information Processing and Management}, volume = {63}, number = {7}, pages = {104850}, year = {2026}, url = {https://doi.org/10.1016/J.IPM.2026.104850}, doi = {https://doi.org/10.1016/J.IPM.2026.104850} }