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Update README.md

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@@ -23,6 +23,8 @@ Project: https://github.com/Strong-AI-Lab/Multi-Step-Deductive-Reasoning-Over-Na
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  Data: https://github.com/Strong-AI-Lab/PARARULE-Plus
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  ## How to load the dataset?
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  ```
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  from datasets import load_dataset
@@ -33,7 +35,7 @@ dataset = load_dataset("qbao775/PARARULE-Plus")
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  You can follow the `text-classification` [example code](https://github.com/huggingface/transformers/tree/main/examples/pytorch/text-classification#text-classification-examples) from huggingface.
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- Here is a script to run the code.
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  ```
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  python run_glue_no_trainer.py \
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  --model_name_or_path bert-base-cased \
 
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  Data: https://github.com/Strong-AI-Lab/PARARULE-Plus
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+ In this huggingface version, we pre-processed the dataset and use `1` to represent `true` and `0` to represent `false` to better help user train model.
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+
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  ## How to load the dataset?
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  ```
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  from datasets import load_dataset
 
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  You can follow the `text-classification` [example code](https://github.com/huggingface/transformers/tree/main/examples/pytorch/text-classification#text-classification-examples) from huggingface.
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+ Here is a script to run the code. You can change the model name if you want.
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  ```
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  python run_glue_no_trainer.py \
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  --model_name_or_path bert-base-cased \