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minimum bayes risk

52 papers

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Also known as

MBR

Co-occurring keywords

neural machine translation (2310) minimum bayes risk decoding (27) machine translation (2499) beam search (309) text generation (2913) large language model (13587) quality estimation (232) bayesian inference (1907) utility function (58) language model (4599)

Papers

An Empirical Study of Translation Hypothesis Ensembling with Large Language Models EMNLP 2023
Faster Minimum Bayes Risk Decoding with Confidence-based Pruning EMNLP 2023
Quality Estimation Using Minimum Bayes Risk EMNLP 2023
R-U-SURE? Uncertainty-Aware Code Suggestions By Maximizing Utility Across Random User Intents ICML 2023
CUED at ProbSum 2023: Hierarchical Ensemble of Summarization Models ACL 2023
It’s MBR All the Way Down: Modern Generation Techniques Through the Lens of Minimum Bayes Risk EMNLP 2023
Epsilon Sampling Rocks: Investigating Sampling Strategies for Minimum Bayes Risk Decoding for Machine Translation EMNLP 2023
Progressive Translation: Improving Domain Robustness of Neural Machine Translation with Intermediate Sequences ACL 2023
CUNI-Bergamot Submission at WMT22 General Translation Task EMNLP 2022
Identifying Weaknesses in Machine Translation Metrics Through Minimum Bayes Risk Decoding: A Case Study for COMET AACL 2022
Natural Language to Code Translation with Execution EMNLP 2022
Adam Mickiewicz University at WMT 2022: NER-Assisted and Quality-Aware Neural Machine Translation EMNLP 2022
Sampling-Based Approximations to Minimum Bayes Risk Decoding for Neural Machine Translation EMNLP 2022
Quality-Aware Decoding for Neural Machine Translation NAACL 2022
Digging Errors in NMT: Evaluating and Understanding Model Errors from Partial Hypothesis Space EMNLP 2022
Identifying Weaknesses in Machine Translation Metrics Through Minimum Bayes Risk Decoding: A Case Study for COMET IJCNLP 2022
Understanding the Properties of Minimum Bayes Risk Decoding in Neural Machine Translation IJCNLP 2021
Understanding the Properties of Minimum Bayes Risk Decoding in Neural Machine Translation ACL 2021
Is MAP Decoding All You Need? The Inadequacy of the Mode in Neural Machine Translation COLING 2020
Combination of End-to-End and Hybrid Models for Speech Recognition INTERSPEECH 2020
Minimum Bayes Risk Training of RNN-Transducer for End-to-End Speech Recognition INTERSPEECH 2020
The University of Cambridge’s Machine Translation Systems for WMT18 EMNLP 2018
Improving Attention Based Sequence-to-Sequence Models for End-to-End English Conversational Speech Recognition INTERSPEECH 2018
Lattice-free State-level Minimum Bayes Risk Training of Acoustic Models INTERSPEECH 2018
Optimizing Expected Word Error Rate via Sampling for Speech Recognition INTERSPEECH 2017