BayesFormer: Transformer with Uncertainty Estimation

BayesFormer: Transformer with Uncertainty Estimation

2 June 2022

Karthik Abinav Sankararaman

Sinong Wang

Han Fang

Papers citing "BayesFormer: Transformer with Uncertainty Estimation"

6 / 6 papers shown

Title
Comparing Uncertainty Measurement and Mitigation Methods for Large Language Models: A Systematic Review Toghrul Abbasli Kentaroh Toyoda Yuan Wang Leon Witt Muhammad Asif Ali Yukai Miao Dan Li Qingsong Wei UQCV 87 0 0 25 Apr 2025
To Softmax, or not to Softmax: that is the question when applying Active Learning for Transformer Models Julius Gonsior C. Falkenberg Silvio Magino Anja Reusch Maik Thiele Wolfgang Lehner UQCV 36 7 0 06 Oct 2022
Bayesian Transformer Language Models for Speech Recognition Boyang Xue Jianwei Yu Junhao Xu Shansong Liu Shoukang Hu Zi Ye Mengzhe Geng Xunying Liu H. Meng BDL 68 26 0 09 Feb 2021
GLUE: A Multi-Task Benchmark and Analysis Platform for Natural Language Understanding Alex Jinpeng Wang Amanpreet Singh Julian Michael Felix Hill Omer Levy Samuel R. Bowman ELM 294 6,943 0 20 Apr 2018
Simple and Scalable Predictive Uncertainty Estimation using Deep Ensembles Balaji Lakshminarayanan Alexander Pritzel Charles Blundell UQCV BDL 268 5,652 0 05 Dec 2016
Dropout as a Bayesian Approximation: Representing Model Uncertainty in Deep Learning Y. Gal Zoubin Ghahramani UQCV BDL 247 9,109 0 06 Jun 2015