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@@ -62,7 +62,6 @@ Keyphrase extraction models are transformer models fine-tuned as a token classif
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  ### 🛑 Limitations
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  * Limited amount of predicted keyphrases.
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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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  ### ❓ How To Use
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  ```python
@@ -138,8 +137,6 @@ print(keyphrases)
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  You can find more information in the [paper](https://arxiv.org/abs/1911.02671).
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  ## 👷‍♂️ 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 |
@@ -254,7 +251,5 @@ The model achieves the following results on the OpenKP test set:
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  |:-----------------:|:----:|:----:|:----:|:----:|:----:|:-----:|:----:|:----:|:----:|
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  | OpenKP Test Set | 0.13 | 0.38 | 0.19 | 0.07 | 0.38 | 0.11 | 0.45 | 0.38 | 0.39 |
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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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  ### 🛑 Limitations
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  * Limited amount of predicted keyphrases.
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  * Only works for English documents.
 
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  ### ❓ How To Use
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  ```python
 
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  You can find more information in the [paper](https://arxiv.org/abs/1911.02671).
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  ## 👷‍♂️ Training Procedure
 
 
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  ### Training Parameters
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  | Parameter | Value |
 
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  |:-----------------:|:----:|:----:|:----:|:----:|:----:|:-----:|:----:|:----:|:----:|
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  | OpenKP Test Set | 0.13 | 0.38 | 0.19 | 0.07 | 0.38 | 0.11 | 0.45 | 0.38 | 0.39 |
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  ## 🚨 Issues
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  Please feel free to start discussions in the Community Tab.