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Humanities +DS and Social Sciences +DS: Text Generation with GPT-2


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With recent advancements in natural language generation, AI models can now produce highly coherent generative text. In this IPLE, we will focus on creative and practical applications for language generation. First, we will start by overviewing current state-of-the-art AI models for text generation, as well as practical use cases and creative applications. Next, we will inspect the architecture of models like GPT-2 to understand how generative text models work. Lastly, we will take a hands-on approach, fine-tuning GPT-2 to generate poetry, stories, or conversation.


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Status Archived
Date Wednesday, September 18th, 2019
Time 4:00pm - 6:00pm
Location The Edge Workshop
Leader Matthew Kenney
Enrolled 66 of 80