Impossible Distillation: from Low-Quality Model to High-Quality Dataset & Model for Summarization and Paraphrasing

This is a Plain English Papers summary of a research paper called Impossible Distillation: from Low-Quality Model to High-Quality Dataset & Model for Summarization and Paraphrasing. If you like these kinds of analysis, you should subscribe to the AImodels.fyi newsletter or follow me on Twitter.

Overview

• Presents a novel framework called "Impossible Distillation" for paraphrasing and sentence summarization


• Distills a high-quality dataset and model from a low-quality teacher model that cannot perform these tasks


• Leverages the paraphrastic proximity …

ai aimodels analysis beginners datascience dataset distillation english low machinelearning newsletter overview paper papers paraphrasing plain english papers quality research research paper summarization summary twitter