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@@ -43,7 +43,7 @@ git clone https://huggingface.co/him1411/EDGAR-T5-base
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  Inference Example
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  =============
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- Here, we provide an example for the "Document Classification" (HoC dataset) task. Once you load the model from huggigface for inference, you can append instruction given in `./templates` for that particular dataset with input instance. Below is an example of one instance.
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  ```python
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  from transformers import AutoTokenizer, AutoModelForSeq2SeqLM
 
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  Inference Example
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  =============
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+ Here, we provide an example for the "ContextNER" task. Below is an example of one instance.
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  ```python
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  from transformers import AutoTokenizer, AutoModelForSeq2SeqLM