1 code implementation • ACL (BPPF) 2021 • Victor Petrén Bach Hansen, Anders Søgaard
NLP models struggle with generalization due to sampling and annotator bias.
1 code implementation • NAACL (PrivateNLP) 2022 • Victor Petrén Bach Hansen, Atula Tejaswi Neerkaje, Ramit Sawhney, Lucie Flek, Anders Søgaard
The performance cost of differential privacy has, for some applications, been shown to be higher for minority groups; fairness, conversely, has been shown to disproportionally compromise the privacy of members of such groups.
1 code implementation • 21 Nov 2019 • Victor Petrén Bach Hansen, Anders Søgaard
In conversation, we often ask one-word questions such as `Why?'
1 code implementation • 16 Sep 2019 • Joachim Bingel, Victor Petrén Bach Hansen, Ana Valeria Gonzalez, Paweł Budzianowski, Isabelle Augenstein, Anders Søgaard
Task oriented dialogue systems rely heavily on specialized dialogue state tracking (DST) modules for dynamically predicting user intent throughout the conversation.