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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

TableMBR: Minimum Bayes Risk Table Generation Based on Structural Consistency ACL 2026
Theoretical Guarantees for Minimum Bayes Risk Decoding ACL 2025
Structure-Conditional Minimum Bayes Risk Decoding EMNLP 2025
Case-Based Decision-Theoretic Decoding with Quality Memories EMNLP 2025
Formalizing Test-Time Compute for Function-Level Code Generation IJCNLP 2025
SYSTRAN @ WMT 2025 General Translation Task EMNLP 2025
Regularized Best-of-N Sampling with Minimum Bayes Risk Objective for Language Model Alignment NAACL 2025
AMI at WMT25 General Translation Task: How Low Can We Go? Finetuning Lightweight Llama Models for Low Resource Machine Translation EMNLP 2025
Unveiling the Power of Source: Source-based Minimum Bayes Risk Decoding for Neural Machine Translation ACL 2025
NYA’s Offline Speech Translation System for IWSLT 2025 ACL 2025
Document-Level Text Generation with Minimum Bayes Risk Decoding using Optimal Transport ACL 2025
Command-A-Translate: Raising the Bar of Machine Translation with Difficulty Filtering EMNLP 2025
Formalizing Test-Time Compute for Function-Level Code Generation AACL 2025
Marco Large Translation Model at WMT2025: Transforming Translation Capability in LLMs via Quality-Aware Training and Decoding EMNLP 2025
Quality-Aware Decoding: Unifying Quality Estimation and Decoding ACL 2025
Hyperparameter-Free Approach for Faster Minimum Bayes Risk Decoding ACL 2024
Generating Diverse and High-Quality Texts by Minimum Bayes Risk Decoding ACL 2024
Quality-Aware Translation Models: Efficient Generation and Quality Estimation in a Single Model ACL 2024
Improving Minimum Bayes Risk Decoding with Multi-Prompt EMNLP 2024
Direct Preference Optimization for Neural Machine Translation with Minimum Bayes Risk Decoding NAACL 2024
Mitigating Metric Bias in Minimum Bayes Risk Decoding EMNLP 2024
Efficient Minimum Bayes Risk Decoding using Low-Rank Matrix Completion Algorithms NIPS 2024
The KIT Speech Translation Systems for IWSLT 2024 Dialectal and Low-resource Track ACL 2024
CMU’s IWSLT 2024 Offline Speech Translation System: A Cascaded Approach For Long-Form Robustness ACL 2024
Regression Aware Inference with LLMs EMNLP 2024