Inthiswork,wedemonstrate that the landscape can be significantly simplified by taking a general approach of mapping a graph to a sequence of tokens and pointers.

The"other category" included hallucinations, repetitiveoutputs, and symbol mapping errors.

The empirical gains can be striking.

Machine learning models based on temporal point processes arethe state ofthe artinawide variety ofapplications involving discrete events incontinuous time.

Inemergent communication studies, one often considers agents who canshare information about a set of objects described by the common features.