Ideal Attribution and Faithful Watermarks for Language Models

Min Jae Song, Kameron Shahabi

We introduce ideal attribution mechanisms, a formal abstraction for reasoning about attribution decisions over strings. At the core of this abstraction lies the ledger, an append-o…