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Papers
The KIT Speech Translation Systems for IWSLT 2024 Dialectal and Low-resource Track
ACL 2024
An Empirical Study of Translation Hypothesis Ensembling with Large Language Models
EMNLP 2023
CUED at ProbSum 2023: Hierarchical Ensemble of Summarization Models
ACL 2023
Epsilon Sampling Rocks: Investigating Sampling Strategies for Minimum Bayes Risk Decoding for Machine Translation
EMNLP 2023
Faster Minimum Bayes Risk Decoding with Confidence-based Pruning
EMNLP 2023
It’s MBR All the Way Down: Modern Generation Techniques Through the Lens of Minimum Bayes Risk
EMNLP 2023
Progressive Translation: Improving Domain Robustness of Neural Machine Translation with Intermediate Sequences
ACL 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
Adam Mickiewicz University at WMT 2022: NER-Assisted and Quality-Aware Neural Machine Translation
EMNLP 2022
CUNI-Bergamot Submission at WMT22 General Translation Task
EMNLP 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
AACL 2022
Natural Language to Code Translation with Execution
EMNLP 2022
Quality-Aware Decoding for Neural Machine Translation
NAACL 2022
Sampling-Based Approximations to Minimum Bayes Risk Decoding for Neural Machine Translation
EMNLP 2022
Understanding the Properties of Minimum Bayes Risk Decoding in Neural Machine Translation
ACL 2021
Combination of End-to-End and Hybrid Models for Speech Recognition
Interspeech 2020
Is MAP Decoding All You Need? The Inadequacy of the Mode in Neural Machine Translation
COLING 2020
Minimum Bayes Risk Training of RNN-Transducer for End-to-End Speech Recognition
Interspeech 2020
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
The University of Cambridge’s Machine Translation Systems for WMT18
EMNLP 2018
Neural Machine Translation by Minimising the Bayes-risk with Respect to Syntactic Translation Lattices
EACL 2017
Optimizing Expected Word Error Rate via Sampling for Speech Recognition
Interspeech 2017