Preprint2022
LiLT
Unknown
Introduces Bi-directional attention complementation mechanism (BiACM) for cross-modal interaction of text and layout in document AI.
0Feb 1, 2022Attention Mechanisms
AI Research
AI & ML Research Papers
A comprehensive index of artificial intelligence and machine-learning research with AI-generated summaries, citation metrics, and direct links to papers and code.
All Papers
4 papersPreprint2020
Layout LM v2
Unknown
LayoutLMv2 integrates text, layout, and image in a single multi-modal Transformer pre-training framework with new cross-modal tasks.
0Dec 1, 2020Transformers
arXiv
Preprint2025
mmE5
Unknown
mmE5 is a multimodal multilingual embedding model trained on synthetic data via a framework that ensures broad task/language coverage, robust cross-modal alignment, and high fidelity through self-evaluation and refinement.
0Feb 1, 2025MultimodalAlignment
PreprintarXiv.org2025
Aya Vision
Saurabh Dash, Yiyang Nan, John Dang, et al.
Aya Vision introduces open-weight multilingual VLMs for 23 languages using synthetic annotation and cross-modal model merging to retain text skills.
29Feb 1, 2025MultimodalComputer Vision
arXiv