Update README.md

README.md

@@ -1,3 +1,54 @@
----
-license: gpl-3.0
----
+---
+license: gpl-3.0
+language:
+- en
+tags:
+- emotion-cause-analysis
+---
+
+# Emotion-Cause-in-Friends (ECF)
+
+For the task named Multimodal Emotion-Cause Pair Extraction in Conversation, we accordingly construct a multimodal conversational emotion cause dataset ECF, which contains 9,794 multimodal emotion-cause pairs among 13,619 utterances in the *Friends* sitcom.
+
+For more details, please refer to our GitHub: 
+
+- [Multimodal Emotion-Cause Pair Extraction in Conversations](https://github.com/NUSTM/MECPE)
+- [SemEval-2024 Task 3](https://github.com/NUSTM/SemEval-2024_ECAC)
+
+## Dataset Statistics
+
+| Item                            | Train | Dev   | Test  | Total  |
+| ------------------------------- | ----- | ----- | ----- | ------ |
+| Conversations                   | 1001  | 112   | 261   | 1,374  |
+| Utterances                      | 9,966 | 1,087 | 2,566 | 13,619 |
+| Emotion (utterances)            | 5,577 | 668   | 1,445 | 7,690  |
+| Emotion-cause (utterance) pairs | 7,055 | 866   | 1,873 | 9,794  |
+
+## Citation
+
+If you find ECF useful for your research, please cite our paper using the following BibTeX entries:
+
+```
+@ARTICLE{wang2023multimodal,
+  author={Wang, Fanfan and Ding, Zixiang and Xia, Rui and Li, Zhaoyu and Yu, Jianfei},
+  journal={IEEE Transactions on Affective Computing}, 
+  title={Multimodal Emotion-Cause Pair Extraction in Conversations}, 
+  year={2023},
+  volume={14},
+  number={3},
+  pages={1832-1844},
+  doi = {10.1109/TAFFC.2022.3226559}
+}
+
+@InProceedings{wang2024SemEval,
+  author={Wang, Fanfan  and  Ma, Heqing  and  Xia, Rui  and  Yu, Jianfei  and  Cambria, Erik},
+  title={SemEval-2024 Task 3: Multimodal Emotion Cause Analysis in Conversations},
+  booktitle={Proceedings of the 18th International Workshop on Semantic Evaluation (SemEval-2024)},
+  month={June},
+  year={2024},
+  address={Mexico City, Mexico},
+  publisher={Association for Computational Linguistics},
+  pages={2022--2033},
+  url = {https://aclanthology.org/2024.semeval2024-1.273}
+}
+```