no code implementations • ACL (NLP4PosImpact) 2021 • Renzhe Yu, Subhro Das, Sairam Gurajada, Kush Varshney, Hari Raghavan, Carlos Lastra-Anadon
Understanding the gaps between job requirements and university curricula is crucial for improving student success and institutional effectiveness in higher education.
1 code implementation • 19 Apr 2024 • Alireza Javadian Sabet, Sarah H. Bana, Renzhe Yu, Morgan R. Frank
Higher education plays a critical role in driving an innovative economy by equipping students with knowledge and skills demanded by the workforce.
1 code implementation • 12 Jan 2024 • Dominik Glandorf, Hye Rin Lee, Gabe Avakian Orona, Marina Pumptow, Renzhe Yu, Christian Fischer
Large-scale administrative data is a common input in early warning systems for college dropout in higher education.
no code implementations • 20 Sep 2023 • Jinsook Lee, Chris Brooks, Renzhe Yu, Rene Kizilcec
To measure bias, we encourage teams to consider using AUC Gap: the absolute difference between the highest and lowest test AUC for subgroups (e. g., gender, race, SES, prior knowledge).
1 code implementation • 1 May 2023 • Josh Gardner, Renzhe Yu, Quan Nguyen, Christopher Brooks, Rene Kizilcec
We also find that stacked ensembling provides no additional benefits to overall performance or fairness compared to either a local model or the zero-shot transfer procedure we tested.
no code implementations • 11 Mar 2022 • Jia Cui, Yonghui Jin, Renzhe Yu, Martin Onyeka Okoye, Yang Li, Junyou Yang, Shunjiang Wang
The commonly used parameters in a conventional method are however inapplicable in high-energy-consuming industrial loads.