7 citations · 10 across the 3 of their papers we have counts for
3 papers
MaxEnt Loss: Constrained Maximum Entropy for Calibration under Out-of-Distribution Shift
Dexter Neo, Stefan Winkler, Tsuhan Chen
We present a new loss function that addresses the out-of-distribution (OOD) calibration problem. While many objective functions have been proposed to effectively calibrate models i…
A Comprehensive Survey of Sentence Representations: From the BERT Epoch to the ChatGPT Era and Beyond
Abhinav Ramesh Kashyap, Thanh-Tung Nguyen, Viktor Schlegel +3
Sentence representations are a critical component in NLP applications such as retrieval, question answering, and text classification. They capture the meaning of a sentence, enabli…
Trusted Media Challenge Dataset and User Study
Weiling Chen, Sheng Lun Benjamin Chua, Stefan Winkler +1
The development of powerful deep learning technologies has brought about some negative effects to both society and individuals. One such issue is the emergence of fake media. To ta…