Contextualized Sequence Likelihood: Enhanced Confidence Scores for
Natural Language Generation

Contextualized Sequence Likelihood: Enhanced Confidence Scores for Natural Language Generation

3 June 2024

Shubhendu Trivedi

Jimeng Sun

Papers citing "Contextualized Sequence Likelihood: Enhanced Confidence Scores for Natural Language Generation"

7 / 7 papers shown

Title
Language Model Uncertainty Quantification with Attention Chain Yinghao Li Rushi Qiang Lama Moukheiber Chao Zhang LRM 46 2 0 24 Mar 2025
On the Calibration of Large Language Models and Alignment Chiwei Zhu Benfeng Xu Quan Wang Yongdong Zhang Zhendong Mao 77 32 0 22 Nov 2023
Steering Large Language Models for Machine Translation with Finetuning and In-Context Learning Duarte M. Alves Nuno M. Guerreiro Joao Alves José P. Pombal Ricardo Rei José G. C. de Souza Pierre Colombo André F.T. Martins 47 49 0 20 Oct 2023
Investigating Uncertainty Calibration of Aligned Language Models under the Multiple-Choice Setting Guande He Peng Cui Jianfei Chen Wenbo Hu Jun Zhu 50 11 0 18 Oct 2023
Re-Examining Calibration: The Case of Question Answering Chenglei Si Chen Zhao Sewon Min Jordan L. Boyd-Graber 67 30 0 25 May 2022
Reducing conversational agents' overconfidence through linguistic calibration Sabrina J. Mielke Arthur Szlam Emily Dinan Y-Lan Boureau 209 154 0 30 Dec 2020
Calibration of Pre-trained Transformers Shrey Desai Greg Durrett UQLM 246 290 0 17 Mar 2020