Peiyue Yuan

Papers on Lattice

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Publication activitypapers/week, last 8 weeks

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Eval Frameworks & Benchmarks (1)Multimodal Models (1)Natural Language Processing (1)

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Jiyuan Shen (1)A. Ghosh (1)Atin Ghosh (1)Yifan Mai (1)

Papers (1)

Mar 3, 2026

Stanford HAI1w ago

OCR or Not? Rethinking Document Information Extraction in the MLLMs Era with Real-World Large-Scale Datasets

Forget OCR? Powerful MLLMs can extract information from business documents just as well from images alone, challenging the necessity of traditional OCR pipelines.

Jiyuan Shen, Peiyue Yuan, A. Ghosh +3

Eval Frameworks & Benchmarks Multimodal Models Natural Language Processing

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Peiyue Yuan

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (1)