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Question How do we train senticgcn models with our dataset?

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MerrickNeoKaiJie
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(@e0726513u-nus-edu)
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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?

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Raymond Ng
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(@raymond_aisg)
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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.

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