no code implementations • 14 Aug 2023 • Houjiang Liu, Anubrata Das, Alexander Boltz, Didi Zhou, Daisy Pinaroc, Matthew Lease, Min Kyung Lee
While many Natural Language Processing (NLP) techniques have been proposed for fact-checking, both academic research and fact-checking organizations report limited adoption of such NLP work due to poor alignment with fact-checker practices, values, and needs.
no code implementations • 6 Feb 2023 • Ruijiang Gao, Maytal Saar-Tsechansky, Maria De-Arteaga, Ligong Han, Wei Sun, Min Kyung Lee, Matthew Lease
We then extend our approach to leverage opportunities and mitigate risks that arise in important contexts in practice: 1) when a team is composed of multiple humans with differential and potentially complementary abilities, 2) when the observational data includes consistent deterministic actions, and 3) when the covariate distribution of future decisions differ from that in the historical data.
1 code implementation • 22 Oct 2022 • Eric Yang Yu, Zhizhen Qin, Min Kyung Lee, Sicun Gao
Long-term fairness is an important factor of consideration in designing and deploying learning-based decision systems in high-stake decision-making contexts.