Papers with hyperdoc2vec
hyperdoc2vec: Distributed Representations of Hypertext Documents (P18-1)
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| Challenge: | Conventional text embedding methods suffer from information loss if directly adapted to hyper-documents. |
| Approach: | They propose an embedding approach for hyper-documents that incorporates four criteria to preserve necessary information for embeddable models. |
| Outcome: | The proposed model outperforms several existing models on two tasks in the academic domain. |