Papers with re-modeling
On the Formal Standardization of Terminology Resources: The Case Study of TriMED (2020.lrec-1)
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| Challenge: | Terminology standardization plays an important role in the management of terminological resources. |
| Approach: | They propose to re-model an existing multilingual terminological database for the medical domain, TriMED, and propose a method to make it compliant to the latest ISO/TC 37 standards. |
| Outcome: | The proposed model should be compliant with the three most recent ISO/TC 37 standards and has a new data category repository and a Web application that can be used to access the multilingual terminological records. |
Enhancing Relation Extraction via Adversarial Multi-task Learning (2022.lrec-1)
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| Challenge: | Existing studies have focused on re-modeling the given NEs and thus lead to inferior results when NE is sometimes ambiguous. |
| Approach: | They propose a relation extraction model with two training stages that uses adversarial multi-task learning to recover the given NEs. |
| Outcome: | The proposed model improves on two English benchmark datasets and shows state-of-the-art performance. |