STAIR: Semantic-Temporal Automaton for Interpretable Reasoning in Temporal Question Answering

Xinlong Dai, Jinchuan Zhang, Lei Gao +3

By leveraging large-scale pretraining, LLMs can interpret diverse temporal expressions and question formulations without task-specific training. However, existing prompt-based neur…