Papers with Chinese morphology
Character Jacobian: Modeling Chinese Character Meanings with Deep Learning Model (2022.coling-1)
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| Challenge: | Compounding is a prevalent word-formation process in Chinese morphology, where each character is bound and free when treated as a morpheme. |
| Approach: | They propose a model that learns non-linear relations between constituents and words and a character Jacobians model that describes character’s role in each word. |
| Outcome: | The proposed model predicts embeddings of real words from constituents but helps account for behavioral data of pseudowords. |