Debiased Multimodal Personality Understanding through Dual Causal Intervention.

@inproceedings{zhu-2026-debiased, author = {Yangfu Zhu and Cordelia Schmid and Zitong Han and Cordelia Schmid and Zitong Han and Nianwen Ning and Yuting Wei and Yuandong Wang and Hang Feng and Zhenzhou Shao}, editor = {Hannah Bast and Alistair Moffat and Falk Scholer and Marc Najork and Min Zhang and Hannah Bast and Marc Najork and Min Zhang}, title = {{Debiased Multimodal Personality Understanding through Dual Causal Intervention}}, booktitle = {{Proceedings of the 49th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2026, MelbourneVICAustralia, July 20-24, 2026}}, pages = {2589--2599}, publisher = {ACM}, year = {2026}, url = {https://doi.org/10.1145/3805712.3809547}, doi = {https://doi.org/10.1145/3805712.3809547} }