It's MBR All the Way Down: Modern Generation Techniques Through the Lens
of Minimum Bayes Risk

It's MBR All the Way Down: Modern Generation Techniques Through the Lens of Minimum Bayes Risk

2 October 2023

Graham Neubig

Matthew R. Gormley

Papers citing "It's MBR All the Way Down: Modern Generation Techniques Through the Lens of Minimum Bayes Risk"

10 / 10 papers shown

Title
Better Instruction-Following Through Minimum Bayes Risk Ian Wu Patrick Fernandes Amanda Bertsch Seungone Kim Sina Pakazad Graham Neubig 48 9 0 03 Oct 2024
REAL Sampling: Boosting Factuality and Diversity of Open-Ended Generation via Asymptotic Entropy Haw-Shiuan Chang Nanyun Peng Mohit Bansal Anil Ramakrishna Tagyoung Chung HILM 33 2 0 11 Jun 2024
Merging Improves Self-Critique Against Jailbreak Attacks Victor Gallego AAML MoMe 34 3 0 11 Jun 2024
Narrowing the Knowledge Evaluation Gap: Open-Domain Question Answering with Multi-Granularity Answers G. Yona Roee Aharoni Mor Geva ELM 31 11 0 09 Jan 2024
Universal Self-Consistency for Large Language Model Generation Xinyun Chen Renat Aksitov Uri Alon Jie Jessie Ren Kefan Xiao Pengcheng Yin Sushant Prakash Charles Sutton Xuezhi Wang Denny Zhou LRM 24 65 0 29 Nov 2023
AMRs Assemble! Learning to Ensemble with Autoregressive Models for AMR Parsing Abelardo Carlos Martínez Lorenzo Pere-Lluís Huguet Cabot Roberto Navigli 6 7 0 19 Jun 2023
Complexity-Based Prompting for Multi-Step Reasoning Yao Fu Hao-Chun Peng Ashish Sabharwal Peter Clark Tushar Khot ReLM LRM 152 298 0 03 Oct 2022
Self-Consistency Improves Chain of Thought Reasoning in Language Models Xuezhi Wang Jason W. Wei Dale Schuurmans Quoc Le Ed H. Chi Sharan Narang Aakanksha Chowdhery Denny Zhou ReLM BDL LRM AI4CE 297 3,163 0 21 Mar 2022
Six Challenges for Neural Machine Translation Philipp Koehn Rebecca Knowles AAML AIMat 208 1,202 0 12 Jun 2017
Lexicons and Minimum Risk Training for Neural Machine Translation: NAIST-CMU at WAT2016 Graham Neubig 9 27 0 20 Oct 2016