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09/20/2023
Kosmos-2.5: A Multimodal Literate Model
We present Kosmos-2.5, a multimodal literate model for machine reading o...
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02/27/2023
Language Is Not All You Need: Aligning Perception with Language Models
A big convergence of language, multimodal perception, action, and world ...
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10/06/2022
XDoc: Unified Pre-training for Cross-Format Document Understanding
The surge of pre-training has witnessed the rapid development of documen...
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04/18/2022
LayoutLMv3: Pre-training for Document AI with Unified Text and Image Masking
Self-supervised pre-training techniques have achieved remarkable progres...
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03/04/2022
DiT: Self-supervised Pre-training for Document Image Transformer
Image Transformer has recently achieved significant progress for natural...
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11/16/2021
Document AI: Benchmarks, Models and Applications
Document AI, or Document Intelligence, is a relatively new research topi...
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09/21/2021
TrOCR: Transformer-based Optical Character Recognition with Pre-trained Models
Text recognition is a long-standing research problem for document digita...
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06/10/2021
VT-SSum: A Benchmark Dataset for Video Transcript Segmentation and Summarization
Video transcript summarization is a fundamental task for video understan...
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04/18/2021
LayoutXLM: Multimodal Pre-training for Multilingual Visually-rich Document Understanding
Multimodal pre-training with text, layout, and image has achieved SOTA p...
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12/29/2020