Papers with AI’s temporal reasoning
Chronocept: Instilling a Sense of Time in Machines (2026.eacl-srw)
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| Challenge: | Human cognition is deeply intertwined with a sense of time, known as Chronoception, which allows us to judge how long facts remain valid and when knowledge becomes outdated. |
| Approach: | They propose a model that captures nuanced patterns of emergence, decay, and peak relevance using skew-normal curves fitted along semantically decomposed temporal axes. |
| Outcome: | The proposed model captures nuanced patterns of emergence, decay, and peak relevance in two datasets. |