nustm / shark

[EMNLP 2023] Generative Emotion Cause Triplet Extraction in Conversations with Commonsense Knowledge

Generative Emotion Cause Triplet Extraction in Conversations with Commonsense Knowledge

Here are codes for our paper:

Fanfan Wang, Jianfei Yu and Rui Xia. Generative Emotion Cause Triplet Extraction in Conversations with Commonsense Knowledge. Findings of the Association for Computational Linguistics: EMNLP 2023. 2023: 3952-3963.

Environment

• Python 3.8.15
• Cuda 11.3 and Nvidia RTX-3090 GPU
• Run pip install -r requirements.txt to install the required packages.

Usage

Training:

python train.py  --save_model 1  --save_path ./output/SHARK/

Testing:

python test.py  --seed 2023  --save_path ./output/SHARK/  --model_file ./output/SHARK/save_models/2023/xxxxxx

Acknowledgements

• Some codes are based on BARTABSA. Thanks a lot!

shark's Issues

夏老师您好，我在跑您们代码时候遇到点问题

您们requirements.txt里第一行写的是certifi @ file:///croot/certifi_1665076670883/work/certifi

我在运行"pip install -r requirements.txt"安装的时候，报错ERROR: Could not install packages due to an OSError: [Errno 2] No such file or directory: '/croot/certifi_1665076670883/work/certifi'

是因为我的电脑上没有这个路径

有啥办法能解决吗

Can't softmax to get emotion predict

I have print the emotion predict but not working.

The result is :

Can you teach me how to take the emotion predict with 7 label like in paper.

RECCON数据集以及其他模型的修改代码疑惑

你好，我有两个疑惑，想要请教同学一下：
1.我在论文中有看到模型在RECCON数据集上也进行了效果测试，但是文件中并没有给出RECCON经过处理后的文件data文件夹中只有ECF数据集，请问可以上传一下处理后的RECCON数据集吗？或者上传下处理原始RECCON数据集的代码也可以。
2.论文中还有将其他模型在两个数据集上进行了效果比较，并且论文里也提到了对原始模型进行了一些修改，但是在代码里好像没有看到这一块的模型修改代码，以及在两个数据集上的运行代码，请问方便上传下吗？麻烦啦
如果不方便上传可以私发我嘛？想要复现下论文中的结果,邮箱：[email protected]

关于代码和数据集

你好，代码和数据集什么时候开源？