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README.md

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 license: apache-2.0
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-The proposed **eMotions** dataset in our paper entitled "Towards Emotion Analysis in Short-form Videos: A Large-Scale Dataset and Baseline".
+## eMotions Dataset
+
+The proposed **eMotions** dataset in our paper entitled **Towards Emotion Analysis in Short-form Videos: A Large-Scale Dataset and Baseline (ACM ICMR'25)**.
+
+If you find our dataset useful, please cite our paper:
+
+```bibtex
+@inproceedings{wu2025towards,
+  title={Towards emotion analysis in short-form videos: A large-scale dataset and baseline},
+  author={Wu, Xuecheng and Sun, Heli and Xue, Junxiao and Nie, Jiayu and Kong, Xiangyan and Zhai, Ruofan and Huang, Danlei and He, Liang},
+  booktitle={Proceedings of the 2025 International Conference on Multimedia Retrieval},
+  pages={1497--1506},
+  year={2025}
+}