Timo: Towards Better Temporal Reasoning for Language Models
Conference on Language Modeling (COLM), 2024
Abstract
Timo studies 38 temporal reasoning tasks and combines mathematical reasoning capabilities with self-critic temporal optimization. The resulting framework improves temporal reasoning while preserving performance on general tasks.