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Update app.py

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  1. app.py +2 -2
app.py CHANGED
@@ -32,7 +32,7 @@ Given any input, our model will generate a gender neutral sentence, correcting a
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  <img src="https://upload.wikimedia.org/wikipedia/commons/2/29/Gender_equality_symbol_%28clipart%29.png" width="250"/>
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  </p>
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- One of the toughest challenges when building the app and the model was to find proper data for training the model. Therefore, the team opted to dedicate a considerable amount of time to build it from the scratch. These data has been obtained from a series of guidelines and manuals issued by Spanish Ministry of Health, Social Services and Equality in the matter of the usage of non-sexist language, stipulated in this linked [document](https://www.inmujeres.gob.es/servRecursos/formacion/GuiasLengNoSexista/docs/Guiaslenguajenosexista_.pdf). You can take a look at some details of the process in the linked dataset
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  <h1 style="font-size:2vw">Future steps</h1>
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  <ul>
@@ -40,7 +40,7 @@ One of the toughest challenges when building the app and the model was to find p
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  <li> Following that, a broader dataset would help reducing some overfitting and making a more robust model </a>
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  <li> Further training of different model backbones</a>
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  <li> Reduce the gender biases existing on some of the data for training Language Models by using the output of this model</a>
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- <li> Share ideas with the community for further improving </a>
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  </ul>
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  <h1 style="font-size:2vw">Team Members</h1>
 
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  <img src="https://upload.wikimedia.org/wikipedia/commons/2/29/Gender_equality_symbol_%28clipart%29.png" width="250"/>
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  </p>
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+ One of the toughest challenges when building the app and the model was to find proper data for training the model. Therefore, the team opted to dedicate a considerable amount of time to build it from the scratch. These data have been obtained from a series of guidelines and manuals issued by Spanish Ministry of Health, Social Services and Equality in the matter of the usage of non-sexist language, stipulated in this linked [document](https://www.inmujeres.gob.es/servRecursos/formacion/GuiasLengNoSexista/docs/Guiaslenguajenosexista_.pdf). You can take a look at some details of the process in the linked dataset
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  <h1 style="font-size:2vw">Future steps</h1>
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  <ul>
 
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  <li> Following that, a broader dataset would help reducing some overfitting and making a more robust model </a>
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  <li> Further training of different model backbones</a>
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  <li> Reduce the gender biases existing on some of the data for training Language Models by using the output of this model</a>
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+ <li> Share ideas with the community for further improvement </a>
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  </ul>
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  <h1 style="font-size:2vw">Team Members</h1>