From Words to Worlds: Measuring Cultural Narrative Bias in LLMs via a Structural-Value Pipeline.

@inproceedings{shen-2026-words, author = {Fangjian Shen and Yifan Zeng and Dechen Lyu and Wushao Wen}, editor = {Hakim Hacid and Yoelle Maarek and Francesco Bonchi and Ido Guy and Emine Yilmaz}, title = {{From Words to Worlds: Measuring Cultural Narrative Bias in LLMs via a Structural-Value Pipeline}}, booktitle = {{Proceedings of the ACM Web Conference 2026, WWW 2026, Dubai, United Arab Emirates, originally scheduled for April 13-17, 2026, rescheduled for June 29 - July 3, 2026}}, pages = {8961--8972}, publisher = {ACM}, year = {2026}, url = {https://doi.org/10.1145/3774904.3793008}, doi = {https://doi.org/10.1145/3774904.3793008} }