Language Models are Injective and Hence Invertible

This research establishes the provable injectivity of transformer language models, demonstrating that original inputs can be exactly reconstructed from hidde...

Level: expert

By Giorgos Nikolaou, Tommaso Mencattini, Donato Crisostomi, Andrea Santilli, Yannis Panagakis, Emanuele Rodò

Category: research