2026
NeSTR: A Neuro-Symbolic Abductive Framework for Temporal Reasoning in Large Language Models
AAAI 2026technical
Large Language Models (LLMs) have demonstrated remarkable performance across a wide range of natural language processing tasks. However, temporal reasoning, particularly under complex temporal constraints, remains a major challenge. To this end, existing approaches have explored symbolic methods, wh