A simple model trained on dialogues of characters in NBC series, The Office. The model can do a binary classification between Michael Scott and Dwight Shrute's dialogues.

<style type="text/css"> .tg {border-collapse:collapse;border-spacing:0;} .tg td{border-color:black;border-style:solid;border-width:1px;font-family:Arial, sans-serif;font-size:14px; overflow:hidden;padding:10px 5px;word-break:normal;} .tg th{border-color:black;border-style:solid;border-width:1px;font-family:Arial, sans-serif;font-size:14px; font-weight:normal;overflow:hidden;padding:10px 5px;word-break:normal;} .tg .tg-c3ow{border-color:inherit;text-align:center;vertical-align:top} </style> <table class="tg"> <thead> <tr> <th class="tg-c3ow" colspan="2">Label Definitions</th> </tr> </thead> <tbody> <tr> <td class="tg-c3ow">Label 0</td> <td class="tg-c3ow">Michael</td> </tr> <tr> <td class="tg-c3ow">Label 1</td> <td class="tg-c3ow">Dwight</td> </tr> </tbody> </table>