Papers by Chawan Piansaddhayanon
Learning Job Title Representation from Job Description Aggregation Network (2024.findings-acl)
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Napat Laosaengpha, Thanit Tativannarat, Chawan Piansaddhayanon, Attapol Rutherford, Ekapol Chuangsuwanich
| Challenge: | Existing methods for learning job title representation neglect the rich content within the job description. |
| Approach: | They propose a framework for learning job titles through their respective job description and utilize a Job Description Aggregator component to handle the lengthy description and bidirectional contrastive loss. |
| Outcome: | The proposed framework outperforms the skill-based approach on in-domain and out-of-domain settings and achieving a superior performance. |