Papers with academic topic discovery
Explainable and Sparse Representations of Academic Articles for Knowledge Exploration (2020.coling-main)
Copied to clipboard
| Challenge: | a system for summarizing academic articles by concept tagging has shown great coverage and high accuracy of concept identification. |
| Approach: | They propose to transform tagged concepts into sparse vectors as representations of academic documents. |
| Outcome: | The proposed system can be applied to a broader class of applications. |