Evaluating Multi-Dimensional Generalization of Large Language Models in Temporal Extraction Tasks
arXiv:2610.02549v1 Announce Type: new Abstract: Time and event expression extraction are fundamental temporal reasoning tasks, but the problem remains difficult due to annotation ambiguity, domain sensitivity, and unstable model behavior. Existing evaluations focus on in-domain performance, offerin…
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- 2026-10-05 04:00 · arXiv cs.CL
Evaluating Multi-Dimensional Generalization of Large Language Models in Temporal Extraction Tasks