Update app.py
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app.py
CHANGED
@@ -37,11 +37,14 @@ Given any input, our model will generate a gender neutral sentence, correcting a
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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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<li> First of all, we would love to engage people and maybe inspire them to work on similar projects, because we believe this kind of projects we can actually make a difference</a>
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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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<h1 style="font-size:2vw">Team Members</h1>
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<ul>
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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>
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<li> First of all, we would love to engage people and maybe inspire them to work on similar projects, because we believe this kind of projects we can actually make a difference</a>
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<li> Following that, a broader dataset would help reducing some overfitting and making a more robust model </a>
|
43 |
<li> Further training of different model backbones</a>
|
44 |
<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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45 |
<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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<ul>
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