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#73 - YASAMAN RAZEGHI & Prof. SAMEER SINGH - NLP benchmarks [UNPLUGGED]
April 7, 2022, 11:57 a.m. | Machine Learning Street Talk
Machine Learning Street Talk www.youtube.com
Discord: https://discord.gg/ESrGqhf5CB
Pod version: https://anchor.fm/machinelearningstreettalk/episodes/73---YASAMAN-RAZEGHI--Prof--SAMEER-SINGH---NLP-benchmarks-e1grvjj
This week we speak with Yasaman Razeghi and Prof. Sameer Singh from UC Urvine. Yasaman recently published a paper called Impact of Pretraining Term Frequencies on Few-Shot Reasoning where she demonstrated comprehensively that large language models only perform well on reasoning tasks because they memorise the dataset. For the first time she showed the accuracy was linearly correlated to the occurance rate in the training corpus, something which OpenAI should have done in …
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