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<!DOCTYPE html>
<html lang="en">
<head>
<meta charset="UTF-8">
<meta name="viewport" content="width=device-width, initial-scale=1.0">
<title>Transformer Dialogue Processor</title>
</head>
<body>
<h1>Transformer Dialogue Processor</h1>
<p>Welcome to the Transformer Dialogue Processor! This app allows you to process dialogues using advanced AI models. You can classify the user persona in a dialogue and generate AI-based nudges to depolarize conversations. Please follow the steps below:</p>
<ol>
<li>Select a model for classifying user personas. This model will identify the tone or persona of the user in each dialogue.</li>
<li>Select a model for generating nudges. This model will suggest responses aimed at reducing polarization in the conversation.</li>
<li>Choose whether to upload your own CSV file or to use a predefined dataset.</li>
<li>Click 'Process' to start. Note that processing may take some time, especially with larger datasets.</li>
</ol>
<p><strong>Important:</strong> The processing time can vary depending on the selected models and the size of the data. Please be patient as the app works through your request.</p>
<form method="post" enctype="multipart/form-data">
<label for="persona_model_name">Select Transformer Model for Persona Classification:</label>
<select id="persona_model_name" name="persona_model_name">
<option value="roberta-base">RoBERTa</option>
<option value="bert-base-uncased">BERT</option>
<option value="gpt2">GPT-2</option>
</select>
<br><br>
<label for="nudge_model_name">Select Transformer Model for Nudge Generation:</label>
<select id="nudge_model_name" name="nudge_model_name">
<option value="facebook/bart-large-cnn">BART</option>
<option value="t5-small">T5</option>
<option value="gpt2">GPT-2</option>
</select>
<br><br>
<label for="use_online_dataset">Use Online Dataset:</label>
<input type="checkbox" id="use_online_dataset" name="use_online_dataset" value="yes">
<label for="dataset_name">Select Dataset:</label>
<select id="dataset_name" name="dataset_name">
<option value="AlekseyKorshuk/persona-chat">Persona-Chat</option>
<option value="dailydialog">DailyDialog</option>
<option value="empathetic_dialogues">Empathetic Dialogues</option>
</select>
<br><br>
<label for="file">Or Upload Your CSV file:</label>
<input type="file" id="file" name="file" accept=".csv">
<br><br>
<input type="submit" value="Process">
</form>
</body>
</html>
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