On Text-based Personality Computing: Challenges and Future Directions

no code implementations • 13 Dec 2022 • Qixiang Fang, Anastasia Giachanou, Ayoub Bagheri, Laura Boeschoten, Erik-Jan van Kesteren, Mahdi Shafiee Kamalabad, Daniel L Oberski

Text-based personality computing (TPC) has gained many research interests in NLP.

Ethics Fairness +1

Fair inference on error-prone outcomes

no code implementations • 17 Mar 2020 • Laura Boeschoten, Erik-Jan van Kesteren, Ayoub Bagheri, Daniel L. Oberski

Fair inference in supervised learning is an important and active area of research, yielding a range of useful methods to assess and account for fairness criteria when predicting ground truth targets.

counterfactual Fairness