3min chapter

The TWIML AI Podcast (formerly This Week in Machine Learning & Artificial Intelligence) cover image

Common Sense Reasoning in NLP with Vered Shwartz - #461

The TWIML AI Podcast (formerly This Week in Machine Learning & Artificial Intelligence)

CHAPTER

How to Estimate Conditional Probability From Language Models

There's no way to measure possibility of statements to date. I am looking at better ways to estimate this from language models, because one of the issues with this is that it factors in other things,. You can divide it by the number of words. But then now these models work at the sub word level so sometimes if you have a rare word, it's going to split it to multiple token. If you have a short word or a word that is very common, you have all these issues that are not about what is more plausible in the world.

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