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MultiVENT 1.0

Videos of Real-World Events

[Paper] [Data]

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  • 2,396 long-form videos
  • 260 current events
  • 468 text documents

@article{sanders2023multivent,
title={MultiVENT: Multilingual Videos of Events and Aligned Natural Text},
author={Sanders, Kate and Etter, David and Kriz, Reno and Van Durme, Benjamin},
journal={Advances in Neural Information Processing Systems},
volume={36},
pages={51065--51079},
year={2023}}

MultiVENT 2.0

A Massive Video Retrieval Task

[Paper] [Data]

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  • 218,000 long-form videos
  • 3,906 high-quality queries
  • 16,116 relevance judgments

@article{kriz2024multivent,
title={MultiVENT 2.0: A Massive Multilingual Benchmark for Event-Centric Video Retrieval},
author={Kriz, Reno and Sanders, Kate and Etter, David and Murray, Kenton and Carpenter, Cameron and Van Ochten, Kelly and Recknor, Hannah and Guallar-Blasco, Jimena and Martin, Alexander and Colaianni, Ronald and others},
journal={arXiv preprint arXiv:2410.11619},
year={2024}}

MultiVENT-Grounded

Annotated Videos for Event Extraction

[Paper] [Data]

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  • 8.4K text annotations
  • 4.9K timeline annotations
  • 14.4K bounding boxes + metadata

@article{sanders2024grounding,
title={Grounding Partially-Defined Events in Multimodal Data},
author={Sanders, Kate and Kriz, Reno and Etter, David and Recknor, Hannah and Martin, Alexander and Carpenter, Cameron and Lin, Jingyang and Van Durme, Benjamin},
journal={arXiv preprint arXiv:2410.05267},
year={2024}}