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AI Trends 2023: Natural Language Proc - ChatGPT, GPT-4 and Cutting Edge Research with Sameer Singh - #613
The TWIML AI Podcast (formerly This Week in Machine Learning & Artificial Intelligence)
Is There Any Work That Looks to Extend This Beyond the Math and Symbolic Domain?
The method is based on the GSM8 data set and MAWPS mobs, I guess. These are mathematical word problems. And this first evaluation was mostly looking at how well you can do a reason through some of those. So if you give them tasks which have finding a character inside a long string, like what is the fifth character or something like that, it can do it. If you don't give it a few examples of how to break it down, the models are very bad at being able to do this. The results were much better than anything that we had before.
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