CUE: An Uncertainty Interpretation Framework for Text Classifiers Built
on Pre-Trained Language Models

CUE: An Uncertainty Interpretation Framework for Text Classifiers Built on Pre-Trained Language Models

6 June 2023

Jiazheng Li

Yulan He

Papers citing "CUE: An Uncertainty Interpretation Framework for Text Classifiers Built on Pre-Trained Language Models"

6 / 6 papers shown

Title
Large Language Models on Fine-grained Emotion Detection Dataset with Data Augmentation and Transfer Learning Kaipeng Wang Zhi Jing Yongye Su Yikun Han 24 3 0 10 Mar 2024
NOMU: Neural Optimization-based Model Uncertainty Jakob Heiss Jakob Weissteiner Hanna Wutte Sven Seuken Josef Teichmann BDL 32 19 0 26 Feb 2021
BERT & Family Eat Word Salad: Experiments with Text Understanding Ashim Gupta Giorgi Kvernadze Vivek Srikumar 197 73 0 10 Jan 2021
Calibration of Pre-trained Transformers Shrey Desai Greg Durrett UQLM 243 289 0 17 Mar 2020
Simple and Scalable Predictive Uncertainty Estimation using Deep Ensembles Balaji Lakshminarayanan Alexander Pritzel Charles Blundell UQCV BDL 270 5,660 0 05 Dec 2016
Dropout as a Bayesian Approximation: Representing Model Uncertainty in Deep Learning Y. Gal Zoubin Ghahramani UQCV BDL 285 9,136 0 06 Jun 2015