Papers by Yosi Shamay
A Dataset for N-ary Relation Extraction of Drug Combinations (2022.naacl-main)
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Aryeh Tiktinsky, Vijay Viswanathan, Danna Niezni, Dana Meron Azagury, Yosi Shamay, Hillel Taub-Tabib, Tom Hope, Yoav Goldberg
| Challenge: | Combination therapies are becoming standard of care for diseases such as cancer, tuberculosis, malaria and HIV. |
| Approach: | They construct an expert-annotated dataset for extracting drug combinations from the scientific literature. |
| Outcome: | The proposed dataset is the first relation extraction dataset consisting of variable-length relations. |