Papers by Gully Burns
Scientific Discourse Tagging for Evidence Extraction (2021.eacl-main)
Copied to clipboard
| Challenge: | Primary experimental articles provide the crucial raw material for all subsequent scientific research, but the growing number of scientific literature makes it difficult for domain experts to efficiently utilize them. |
| Approach: | They propose to automatically extract text fragments from primary research papers that describe the evidence presented in that paper's figures and to use them to build models of scientific argument. |
| Outcome: | The proposed method is able to extract text fragments from primary research papers that describe the evidence presented in that paper's figures, and it is transferable to new datasets. |