Papers with Temporal-aware Soft Prompt Tuning
Temporal-Aware Soft Prompt Tuning for Automatic Text Dating (2025.naacl-long)
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| Challenge: | Existing methods for automatic text dating overlook the evolution of word meanings in texts spanning long periods. |
| Approach: | They propose a temporal-aware text representation that dynamically captures both semantic variance and invariance. |
| Outcome: | The proposed approach outperforms existing methods on two diachronic datasets. |