Papers by Nonthakit Chaiwong
Topic-Regularized Authorship Representation Learning (2022.emnlp-main)
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| Challenge: | Existing techniques for authorship attribution have focused on out-of-distribution in topics or authors. |
| Approach: | They propose a framework that creates authorship representation with reduced reliance on topic-specific information to handle a large number of unseen authors and topics. |
| Outcome: | The proposed framework has improved over baselines in 4 out of 6 cases. |