no code implementations • LREC 2022 • Jessica Huynh, Ting-Rui Chiang, Jeffrey Bigham, Maxine Eskenazi
Dialog system developers need high-quality data to train, fine-tune and assess their systems.
no code implementations • 9 Nov 2021 • Jessica Huynh, Jeffrey Bigham, Maxine Eskenazi
It also has the effect of giving the requester a bad reputation on the workers' forums.
1 code implementation • Findings (EMNLP) 2021 • Kundan Krishna, Jeffrey Bigham, Zachary C. Lipton
Pretraining techniques leveraging enormous datasets have driven recent advances in text summarization.
1 code implementation • 4 Dec 2020 • Jonathan Dinu, Jeffrey Bigham, J. Zico Kolter
As machine learning and algorithmic decision making systems are increasingly being leveraged in high-stakes human-in-the-loop settings, there is a pressing need to understand the rationale of their predictions.
Decision Making Explainable Artificial Intelligence (XAI) +1