DocHop: Benchmarking Out-of-domain Multi-hop Reasoning in Information-Dense Documents
This work introduces DocHop, a benchmark for integrated chart--context reasoning in document-style images and constructs DocHop via a stochastic logic-first generation pipeline with controllable reasoning depth and visual density, to enable systematic evaluation.
Zhuoran Yu, Le Thien Phuc Nguyen, Jaden Park et al.
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