Papers with Histories
A Pragmatic Approach for Classical Chinese Word Segmentation (L18-1)
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| Challenge: | Classical Chinese word segmentation is largely neglected due to its obsoleteness . a new approach to segmentation using a marked-up corpus is needed . |
| Approach: | They propose a pragmatic approach to deal with Classical Chinese word segmentation without any marked-up corpus. |
| Outcome: | The proposed method makes the CCWS without any marked-up corpus more accurate compared with collocation-based methods. |
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. |