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VoidHaruhi avatar VoidHaruhi commented on May 28, 2024

Hi @Shreyas-Bhat , I'm the contributor of SLiCE model. Since this model is too complex, I failed to reproduce the performance in the original paper. I recommend you refer to the repository of the author. I'm testing how to run SLiCE on OpenHGNN, but I cannot ensure the performance.
By the way, I cannot reproduce the results even using the original code. You may ask the author. I guess she use the embedding from CompGCN as the initial embedding, then do pretraining and finetuning.

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VoidHaruhi avatar VoidHaruhi commented on May 28, 2024

@Shreyas-Bhat We currently only support "amazon4SLICE" dataset for SLiCE model (the dataset is the same as Amazon dataset used for link prediction in the original paper). To run SLiCE, use "python main.py -m SLiCE -d amazon4SLICE -t link_prediction". The embedding file will be generated at "output/SLiCE/amazon/amazon.emb". You can use various embedding methods to check whether the performance can be reproduced, but we only support node2vec pretraining (if you put a file with the correct form of embedding in that directory, the model will not do this pretraining procedure).

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Shreyas-Bhat avatar Shreyas-Bhat commented on May 28, 2024

Hi @VoidHaruhi Thank you for the reply!
I am facing this error- Can you help me out here?
image

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lazishu2000 avatar lazishu2000 commented on May 28, 2024

This issue has been resolved; for specific details, see:
01275b7

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