VideoLanguageFuturePred

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VideoLanguageFuturePred

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[EMNLP 2020] What is More Likely to Happen Next? Video-and-Language Future Event Prediction

VideoLanguageFuturePred 최신버젼 다운로드

최종 버전 다운로드 (.zip)

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VideoLanguageFuturePrediction
===
VLEP dataset for video and language future event prediction.

[What is More Likely to Happen Next? Video-and-Language Future Event Prediction](https://arxiv.org/abs/2010.07999)

[Jie Lei](http://www.cs.unc.edu/~jielei/), [Licheng Yu](http://www.cs.unc.edu/~licheng/),
[Tamara L. Berg](http://tamaraberg.com/), [Mohit Bansal](http://www.cs.unc.edu/~mbansal/)

Table of Contents
=================

* [VideoLanguageFuturePrediction](#videolanguagefutureprediction)
  * [Dataset](#vlep-dataset)
  * [Evaluation and CodaLab Submission](#evaluation-and-codalab-submission)
  * [Related work](#related-work)
  * [Citation](#citation)
  * [Contact](#contact)

## VLEP Dataset
The dataset is released at [data](data), please see [data/README.md](data/README.md) for details.

## Evaluation and CodaLab Submission

We only release ground-truth answers for train and dev splits. To get results on the test split, 
please submit your results to our CodaLab evaluation server following the instructions here:
[standalone_eval/README.md](standalone_eval/README.md).

## Related Work
- [TVC (Video+Dialogue Captioning)](https://github.com/jayleicn/TVCaption) 
- [TVR (Video+Dialogue Retrieval)](https://github.com/jayleicn/TVRetrieval) 
- [TVQA (Localized Video QA)](https://github.com/jayleicn/TVQA)
- [TVQA+ (Spatio-Temporal Video QA)](https://github.com/jayleicn/TVQAplus)
- [recurrent-transformer (coherent video paragraph captioning)](https://github.com/jayleicn/recurrent-transformer)

## Citation
If you find this code useful for your research, please cite our paper:
```
@inproceedings{lei2020vlep,
  title={What is More Likely to Happen Next? Video-and-Language Future Event Prediction},
  author={Lei, Jie and Yu, Licheng and Berg, Tamara L and Bansal, Mohit},
  booktitle={EMNLP},
  year={2020}
}
```

## Contact
Jie Lei, jielei@cs.unc.edu

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