Is the Future Predictable? Modeling Future Predictability for Reliable Temporal Reasoning
Researchers propose a new framework, Confidence-Aware Temporal Reasoning (CTR), to improve temporal reasoning in LLMs by estimating future predictability and regulating answer commitment.
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