
Matei Zaharia - Episode 32
ACM ByteCast
How Does Retrieval Based NLP Work?
The research i am probably most excited about in my group right now is some of the work on retrieval based NLP. So far we've gotten some really great results in NLP with these giant models that have you know lots of weights something like GPD3. The idea with these models is you have a collection of knowledge like you have a bunch of documents from the web and you train the model over it to do predictions. For some tasks such as question answering these models are just the orders of magnitude cheaper than the large language models but they're much higher quality in terms of answers.
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