Beyond chat-bots: the power of prompt-based GPT models for downstream NLP tasks

Large-scale language models have taken the NLP community by storm in the past few years. Generative Pre-Trained Transformer (GPT) models, such as GPT-3 by OpenAI and GPT-J 6 & GPT-NeoX-20B by EleutherAI, have shown impressive results when it comes to generating text that is indistinguishable from human-generated text. An intuitive use-case for such a GPT model is something conversational like a chat-bot or AI storyteller, …

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