Knowing What You Know: Calibrating Dialogue Belief State Distributions via Ensembles

6 October 2020

Papers citing "Knowing What You Know: Calibrating Dialogue Belief State Distributions via Ensembles"

7 / 7 papers shown

Title
Dialogue Ontology Relation Extraction via Constrained Chain-of-Thought Decoding Renato Vukovic David Arps Carel van Niekerk Benjamin Matthias Ruppik Hsien-chin Lin Michael Heck Milica Gašić 55 1 0 05 Aug 2024
On the Calibration and Uncertainty with Pólya-Gamma Augmentation for Dialog Retrieval Models Tong Ye Shijing Si Jianzong Wang Ning Cheng Zhitao Li Jing Xiao 77 2 0 15 Mar 2023
Dialogue Evaluation with Offline Reinforcement Learning Nurul Lubis Christian Geishauser Hsien-Chin Lin Carel van Niekerk Michael Heck Shutong Feng Milica Gavsić OffRL 27 4 0 02 Sep 2022
Uncertainty Measures in Neural Belief Tracking and the Effects on Dialogue Policy Performance Carel van Niekerk A. Malinin Christian Geishauser Michael Heck Hsien-chin Lin Nurul Lubis Shutong Feng Milica Gavsić 26 9 0 09 Sep 2021
Evaluating Predictive Uncertainty under Distributional Shift on Dialogue Dataset Nyoungwoo Lee chaeHun Park Ho-Jin Choi 44 0 0 01 Sep 2021
Calibration of Pre-trained Transformers Shrey Desai Greg Durrett UQLM 246 290 0 17 Mar 2020
Dropout as a Bayesian Approximation: Representing Model Uncertainty in Deep Learning Y. Gal Zoubin Ghahramani UQCV BDL 287 9,156 0 06 Jun 2015