Insight certainty 3/5 debate potential 3/5

Dines: Encoder-decoder models beat decoder-only models on semi-structured documents

Daniel Dines · From Tiny Romanian Startup to Global AI Automation Leader | Daniel Dines, CEO of UIPath · May 31, 2024 · at 48:04

Daniel Dines, co-founder and CEO of UiPath, explains why UiPath builds document extraction models on top of T5 rather than relying solely on decoder-only LLM architectures.

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“We believe that encoder-decoder models are better for when you deal with semi-structured documents than decoder-only models.”

quote is from the automated transcript, cleaned for reading: filler sounds and stutters are removed, nothing is rephrased. names can be misheard (the analysis reads context, assessments check outside sources). how →

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