My team looked through the documentation for sentic_gcn as we are trying to make use of it to implement our sentiment analysis solution. However, we are unable to figure out how to train the model. Where do we input our own dataset into the model and are there any documentation on the steps required to achieve this?
Hi,
The documentation to train the SenticGCN model can be found here,
https://sgnlp.aisingapore.net/docs/model/senticgcn.html#training
First, make sure your datasets are in the same format here,
https://github.com/BinLiang-NLP/Sentic-GCN/tree/main/datasets/semeval14
Next, download a copy of the config file here, and replace the path to your datasets,
Lastly, follow the example code from the documentation here to start training, the train script will pick up the dataset based on the path defined in the config file,
https://sgnlp.aisingapore.net/docs/model/senticgcn.html#running-train-code
Hope this helps.
Hi Raymond,
Sorry for the late reply. The link to our GitHub repository is attached here.
https://github.com/Merrickneo/GlowGuide
The Config file is in the config folder and the dataset we used is named black_honey_clean.raw.
We used the template as shown on the senticgcn website to train but it only loads their restaurant dataset.