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Home/Authors/Catyana Heyne

Catyana Heyne

1 indexed paper

Recent (6 mo)
1
With code
0
Influential cites
0
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Publications per year

1
26

Top categories

Vision×1AI×1NLP×1Info Retrieval×1

Frequent co-authors

Jürgen Frikel1×
Filippo Riccio1×

Research Timeline

2026
Multimodal Approaches for Visually-Rich Document Type Classification: A Comparative Analysis

The paper systematically compares multimodal transformer and LLM approaches for document type classification, finding that specialized multimodal Transformers outperform LLM-based models, especially when image information is crucial.

Highlighted terms show continued research focus across papers

Papers

cs.CVcs.AIcs.CLRecentJun 1, 2026

Multimodal Approaches for Visually-Rich Document Type Classification: A Comparative Analysis

Catyana Heyne, Jürgen Frikel, Filippo Riccio

The paper systematically compares multimodal transformer and LLM approaches for document type classification, finding that specialized multimodal Transformers outperform LLM-based models, especially w…

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