DECK: Behavioral Tests to Improve Interpretability and Generalizability
of BERT Models Detecting Depression from Text

DECK: Behavioral Tests to Improve Interpretability and Generalizability of BERT Models Detecting Depression from Text

12 September 2022

Jekaterina Novikova

Ksenia Shkaruta

Papers citing "DECK: Behavioral Tests to Improve Interpretability and Generalizability of BERT Models Detecting Depression from Text"

5 / 5 papers shown

Title
Cost-effective Models for Detecting Depression from Speech Mashrura Tasnim Jekaterina Novikova 24 4 0 18 Feb 2023
Micromodels for Efficient, Explainable, and Reusable Systems: A Case Study on Mental Health Andrew Lee Jonathan K. Kummerfeld Lawrence C. An Rada Mihalcea 38 22 0 28 Sep 2021
Robustness and Sensitivity of BERT Models Predicting Alzheimer's Disease from Text Jekaterina Novikova OOD 23 10 0 24 Sep 2021
Language Models as Knowledge Bases? Fabio Petroni Tim Rocktaschel Patrick Lewis A. Bakhtin Yuxiang Wu Alexander H. Miller Sebastian Riedel KELM AI4MH 415 2,586 0 03 Sep 2019
Are We Modeling the Task or the Annotator? An Investigation of Annotator Bias in Natural Language Understanding Datasets Mor Geva Yoav Goldberg Jonathan Berant 242 320 0 21 Aug 2019