FinAuditing: A Financial Taxonomy-Structured Multi-Document Benchmark for Evaluating LLMs.

@inproceedings{wang-2026-finauditing, author = {Yan Wang and Keyi Wang and Shanshan Yang and Jaisal Patel and Jeff Zhao and Fengran Mo and Xueqing Peng and Lingfei Qian and Yankai Chen and V\'{i}ctor Guti\'{e}rrez-Basulto and Jimin Huang and Guojun Xiong and Xiao-Yang Liu and Jian-Yun Nie}, 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 = {{FinAuditing: A Financial Taxonomy-Structured Multi-Document Benchmark for Evaluating LLMs}}, booktitle = {{Proceedings of the 49th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2026, MelbourneVICAustralia, July 20-24, 2026}}, pages = {3456--3463}, publisher = {ACM}, year = {2026}, url = {https://doi.org/10.1145/3805712.3808578}, doi = {https://doi.org/10.1145/3805712.3808578} }