Papers by Denise Mak
NLPStatTest: A Toolkit for Comparing NLP System Performance (2020.aacl-demo)
Copied to clipboard
| Challenge: | Statistical significance testing is used to compare NLP system performance, but p-values alone are insufficient because statistical significance differs from practical significance. |
| Approach: | They propose a three-stage procedure for comparing NLP system performance and a toolkit that automates the process. |
| Outcome: | The proposed procedure is based on a three-stage procedure and compares it with existing statistical testing toolkits. |