Share This Author
Document-Level Definition Detection in Scholarly Documents: Existing Models, Error Analyses, and Future Directions
- Dongyeop Kang, Andrew Head, Risham Sidhu, Kyle Lo, Daniel S. Weld, Marti A. Hearst
- Computer ScienceSDP
- 11 October 2020
This paper develops a new definition detection system, HEDDEx, that utilizes syntactic features, transformer encoders, and heuristic filters, and evaluates it on a standard sentence-level benchmark and notes that performance on the high-recall document-level task is much lower than in the standard evaluation approach.