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ChatGPT: What It Can and Cannot Do by Prof. Pascale Fung
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Is ChatGPT the latest revolution in AI? Or is it part of an evolution? Is it close to AGI? Or just a more sophisticated chatbot? What can it do and cannot do? What jobs will it replace? How should you use it?
In this talk, I will present a brief overview of neural conversational systems and large language models (LLMs), and how ChatGPT came about. I will also present the result of a first extensive technical evaluation of ChatGPT using 23 data sets covering 8 different common NLP application tasks. I will discuss ChatGPT in terms of its ability to multitask, reason, interact, and how hallucinates. I will outline potential general improvements we need to make to make LLM-based NLP systems more reliable and trustworthy.
In this talk, I will present a brief overview of neural conversational systems and large language models (LLMs), and how ChatGPT came about. I will also present the result of a first extensive technical evaluation of ChatGPT using 23 data sets covering 8 different common NLP application tasks. I will discuss ChatGPT in terms of its ability to multitask, reason, interact, and how hallucinates. I will outline potential general improvements we need to make to make LLM-based NLP systems more reliable and trustworthy.
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