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@@ -57,7 +57,6 @@ This model uses [T5-small model](https://huggingface.co/t5-small) as its base mo
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  ### πŸ›‘ Limitations
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  * This keyphrase generation model is very domain-specific and will perform very well on abstracts of scientific papers. It's not recommended to use this model for other domains, but you are free to test it out.
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  * Only works for English documents.
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- * For a custom model, please consult the [training notebook]() for more information.
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  * Sometimes the output doesn't make any sense.
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  ### ❓ How To Use
@@ -131,8 +130,6 @@ print(keyphrases)
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  You can find more information in the [paper](https://dl.acm.org/doi/10.3115/1119355.1119383).
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  ## πŸ‘·β€β™‚οΈ Training Procedure
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- For more in detail information, you can take a look at the [training notebook]().
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-
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  ### Training Parameters
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  | Parameter | Value |
@@ -245,8 +242,5 @@ Abstractive keyphrases
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  |:-----------------:|:----:|:----:|:----:|:----:|:----:|:-----:|:----:|:----:|:----:|:----:|:----:|:----:|
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  | Inspec Test Set | 0.05 | 0.09 | 0.06 | 0.03 | 0.09 | 0.04 | 0.08 | 0.09 | 0.07 | 0.06 | 0.06 | 0.06 |
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- For more information on the evaluation process, you can take a look at the keyphrase extraction evaluation notebook.
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-
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  ## 🚨 Issues
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  Please feel free to start discussions in the Community Tab.
 
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  ### πŸ›‘ Limitations
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  * This keyphrase generation model is very domain-specific and will perform very well on abstracts of scientific papers. It's not recommended to use this model for other domains, but you are free to test it out.
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  * Only works for English documents.
 
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  * Sometimes the output doesn't make any sense.
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  ### ❓ How To Use
 
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  You can find more information in the [paper](https://dl.acm.org/doi/10.3115/1119355.1119383).
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  ## πŸ‘·β€β™‚οΈ Training Procedure
 
 
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  ### Training Parameters
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  | Parameter | Value |
 
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  |:-----------------:|:----:|:----:|:----:|:----:|:----:|:-----:|:----:|:----:|:----:|:----:|:----:|:----:|
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  | Inspec Test Set | 0.05 | 0.09 | 0.06 | 0.03 | 0.09 | 0.04 | 0.08 | 0.09 | 0.07 | 0.06 | 0.06 | 0.06 |
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  ## 🚨 Issues
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  Please feel free to start discussions in the Community Tab.