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Xin-Yi Gu

Papers on Lattice

1

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0

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3

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0

Publication activitypapers/week, last 8 weeks

Research focus

Eval Frameworks & Benchmarks (1)Multimodal Models (1)Reasoning & Chain-of-Thought (1)

Frequent co-authors

Le Thien Phuc Nguyen (1)Jaden Park (1)Ze-Xue He (1)Soochahn Lee (1)Rogério Feris (1)Yong Jae Lee (1)

Papers (1)

Sep 2, 2026

Affiliation:Sep 2, 2026

DocHop: Benchmarking Out-of-domain Multi-hop Reasoning in Information-Dense Documents

MLLMs struggle with multi-hop reasoning in document-style images, achieving only 62.83% accuracy compared to over 90% for human annotators.

Le Thien Phuc Nguyen, Jaden Park, Xin-Yi Gu +4

Eval Frameworks & Benchmarks Multimodal Models Reasoning & Chain-of-Thought