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Understanding Deep Learning Performance through an Examination of Test Set Difficulty: A Psychometric Case Study
Interpreting the performance of deep learning models beyond test set accuracy is challenging. Characteristics of individual data points are often not considered during evaluation, and each data point is treated equally. We examine the impact of a test set question’s difficulty to determine if there...
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| Pubblicato in: | Proc Conf Empir Methods Nat Lang Process |
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| Autori principali: | , , , |
| Natura: | Artigo |
| Lingua: | Inglês |
| Pubblicazione: |
2018
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| Soggetti: | |
| Accesso online: | https://ncbi.nlm.nih.gov/pmc/articles/PMC7685075/ https://ncbi.nlm.nih.gov/pubmed/33241233 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.18653/v1/d18-1500 |
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