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Magolor avatar Magolor commented on September 27, 2024 1

Yes you are right. We tested multiple loss functions during experiments. The released code used l1 norm between the sentence embedding and triple embedding indeed. It is not hard to modify it to the NCE-like loss form. We could supplement it in case it is required.

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ywjawmw avatar ywjawmw commented on September 27, 2024

Thanks for your apply. I would appreciate it if you could add NCE loss and the relevant training process.

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Magolor avatar Magolor commented on September 27, 2024

Thanks for your apply. I would appreciate it if you could add NCE loss and the relevant training process.

Hi! After checking it again, it is worth noting that the code in the Ranking function is used for inference only. It actually does not matter too much what exact function is used for computing inference score as long as the order is maintained.

Our training code uses the loss described in Equation (1). We are still organizing the training scripts and they will be released soon.

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ywjawmw avatar ywjawmw commented on September 27, 2024

Thanks for your apply. I look forward to your release of the training scripts.

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Magolor avatar Magolor commented on September 27, 2024

The training scripts will be released soon. I'll close this issue and we will pin you once the scripts are released.

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BeerTai avatar BeerTai commented on September 27, 2024

Thank you for great work. Where can I find the training scripts?

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