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@@ -5,7 +5,7 @@ The word level pre-training task detects replaced sentiment words, via a generat
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  The sentence level pre-training task further strengthens the discriminator via a contrastive learning framework, with similar sentences as negative samples, to encode sentiments in a sentence.
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  Extensive experimental results show that SentiWSP achieves new state-of-the-art performance on various sentence-level and aspect-level sentiment classification benchmarks.
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- ## Load our model
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  You can also load our model in huggingface ([https://huggingface.co/shuaifan/SentiWSP](https://huggingface.co/shuaifan/SentiWSP)):
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  ```python
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  import torch
 
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  The sentence level pre-training task further strengthens the discriminator via a contrastive learning framework, with similar sentences as negative samples, to encode sentiments in a sentence.
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  Extensive experimental results show that SentiWSP achieves new state-of-the-art performance on various sentence-level and aspect-level sentiment classification benchmarks.
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+ ## Fine-tunning
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  You can also load our model in huggingface ([https://huggingface.co/shuaifan/SentiWSP](https://huggingface.co/shuaifan/SentiWSP)):
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  ```python
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  import torch