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@@ -12,34 +12,32 @@ tags:
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  - hatespeech
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  - rationale_predictions
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  ---
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- # Model Card for Model ID
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  <!-- Provide a quick summary of what the model is/does. -->
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- This modelcard aims to be a base template for new models. It has been generated using [this raw template](https://github.com/huggingface/huggingface_hub/blob/main/src/huggingface_hub/templates/modelcard_template.md?plain=1).
 
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  ## Model Details
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  ### Model Description
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  <!-- Provide a longer summary of what this model is. -->
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-
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- - **Developed by:** [More Information Needed]
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- - **Shared by [optional]:** [More Information Needed]
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- - **Model type:** [More Information Needed]
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- - **Language(s) (NLP):** [More Information Needed]
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- - **License:** [More Information Needed]
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- - **Finetuned from model [optional]:** [More Information Needed]
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  ### Model Sources [optional]
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  <!-- Provide the basic links for the model. -->
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- - **Repository:** [More Information Needed]
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- - **Paper [optional]:** [More Information Needed]
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- - **Demo [optional]:** [More Information Needed]
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  ## Uses
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@@ -49,12 +47,15 @@ This modelcard aims to be a base template for new models. It has been generated
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  <!-- This section is for the model use without fine-tuning or plugging into a larger ecosystem/app. -->
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- [More Information Needed]
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  ### Downstream Use [optional]
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  <!-- This section is for the model use when fine-tuned for a task, or when plugged into a larger ecosystem/app -->
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  [More Information Needed]
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  ### Out-of-Scope Use
 
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  - hatespeech
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  - rationale_predictions
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  ---
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+ # Model Card for Rationale Predictor
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  <!-- Provide a quick summary of what the model is/does. -->
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+ This model provides the class labels either toxic or not toxic as well as the rationales predicted which indicates the explanation of why something as toxic.
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+
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  ## Model Details
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  ### Model Description
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  <!-- Provide a longer summary of what this model is. -->
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+ - **Developed by:** Punyajoy Saha
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+ - **Model type:** bert-base-uncased
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+ - **Language(s) (NLP):** english
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+ - **Finetuned from model [optional]:** bert-base-uncased using model.py folder's class "Model_Rationale_Label"
 
 
 
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  ### Model Sources [optional]
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  <!-- Provide the basic links for the model. -->
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+ - **Repository:** https://github.com/punyajoy/RGFS_ECAI
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+ - **Paper [optional]:** https://arxiv.org/abs/2211.17046
 
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  ## Uses
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  <!-- This section is for the model use without fine-tuning or plugging into a larger ecosystem/app. -->
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+ This model can be directly used to predict some post as toxic/non-toxic and predicting the rationales behind it
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  ### Downstream Use [optional]
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  <!-- This section is for the model use when fine-tuned for a task, or when plugged into a larger ecosystem/app -->
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+
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  [More Information Needed]
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  ### Out-of-Scope Use