Papers by Tiffany Callahan
Three Dimensions of Reproducibility in Natural Language Processing (L18-1)
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K. Bretonnel Cohen, Jingbo Xia, Pierre Zweigenbaum, Tiffany Callahan, Orin Hargraves, Foster Goss, Nancy Ide, Aurélie Névéol, Cyril Grouin, Lawrence E. Hunter
| Challenge: | a recent editorial on reproducibility in language processing defined three dimensions of reproducibility . authors had already submitted a correction, but there is no consensus on the definitions . |
| Approach: | They propose an ontology of reproducibility in natural language processing to address these problems . they propose to analyze three dimensions of reproducible in natural languages papers . authors propose to use a 'replicability' term to describe the reproducibility of a conclusion, finding, value . |
| Outcome: | The proposed ontology aims to enhance future research and communication about the topic and retrospective meta-analyses. |