ManavMunjal/MortarBench

MortarBench A benchmark for evaluating LLM agents on mortgage loan origination. Each item gives an agent two synthetic source documents - a bank statement (Plaid-format JSON) and a completed loan application (ULAD/MISMO XML) - and asks an underwriting question that can only be answered by cross-referencing them. Paper: https://arxiv.org/abs/2606.19416 OpenReview: https://openreview.net/forum?id=EMdAVOU3Rr Code: https://github.com/mtoles/MortarBench Why it is hard… See the full description on the dataset page: https://huggingface.co/datasets/ManavMunjal/MortarBench.

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