The Lossy Horizon: Error-Bounded Predictive Coding for Lossy Text Compression (Episode I)

Nnamdi Aghanya, Jun Li, Kewei Wang

Large Language Models (LLMs) can achieve near-optimal lossless compression by acting as powerful probability models. We investigate their use in the lossy domain, where reconstruct…