Recursive Language Model

A language model paradigm that decomposes complex problems into hierarchical sub-problems, each solved independently within its own context window. By isolating contexts, the approach prevents shortcut learning and is intended to achieve stronger out-of-distribution generalization and reasoning compared to standard single-context models.