Papers by Steve Pittard
Competence-Level Prediction and Resume & Job Description Matching Using Context-Aware Transformer Models (2020.emnlp-main)
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| Challenge: | a new method for resume classification reduces the time and labor needed to screen applications . the current method of screening applications involves reviewing individual resumes via string/regex matching . |
| Approach: | They propose to use transformer-based resume classification to reduce time and labor needed to screen applications. |
| Outcome: | The proposed models reduce time and labor needed to screen applications while improving the selection of suitable candidates. |