3 papers
cs.LG2023
Auditing and Robustifying COVID-19 Misinformation Datasets via Anticontent Sampling
Clay H. Yoo, Ashiqur R. KhudaBukhsh
This paper makes two key contributions. First, it argues that highly specialized rare content classifiers trained on small data typically have limited exposure to the richness and…
cs.CL2021
Practical Benefits of Feature Feedback Under Distribution Shift
Anurag Katakkar, Clay H. Yoo, Weiqin Wang +2
In attempts to develop sample-efficient and interpretable algorithms, researcher have explored myriad mechanisms for collecting and exploiting feature feedback (or rationales) auxi…
cs.SI2021
Empathy and Hope: Resource Transfer to Model Inter-country Social Media Dynamics
Clay H. Yoo, Shriphani Palakodety, Rupak Sarkar +1
The ongoing COVID-19 pandemic resulted in significant ramifications for international relations ranging from travel restrictions, global ceasefires, and international vaccine produ…