Marcin Junczys-Dowmunt

GEMBA V2: Ten Judgments Are Better Than One EMNLP 2025 Evaluation and Large-scale Training for Contextual Machine Translation EMNLP 2024 On Instruction-Finetuning Neural Machine Translation Models EMNLP 2024 On-the-Fly Fusion of Large Language Models and Machine Translation NAACL 2024 PyMarian: Fast Neural Machine Translation and Evaluation in Python EMNLP 2024 Cometoid: Distilling Strong Reference-based Machine Translation Metrics into Even Stronger Quality Estimation Metrics EMNLP 2023 Perplexity-Driven Case Encoding Needs Augmentation for CAPITALIZATION Robustness IJCNLP 2023 SOTASTREAM: A Streaming Approach to Machine Translation Training EMNLP 2023 Revisiting Locality Sensitive Hashing for Vocabulary Selection in Fast Neural Machine Translation EMNLP 2022 Levenshtein Training for Word-level Quality Estimation EMNLP 2021 On User Interfaces for Large-Scale Document-Level Human Evaluation of Machine Translation Outputs EACL 2021 The Curious Case of Hallucinations in Neural Machine Translation NAACL 2021 The JHU-Microsoft Submission for WMT21 Quality Estimation Shared Task EMNLP 2021 To Ship or Not to Ship: An Extensive Evaluation of Automatic Metrics for Machine Translation EMNLP 2021 From Research to Production and Back: Ludicrously Fast Neural Machine Translation EMNLP 2019 Microsoft Translator at WMT 2019: Towards Large-Scale Document-Level Neural Machine Translation ACL 2019 Minimally-Augmented Grammatical Error Correction EMNLP 2019 Neural Grammatical Error Correction Systems with Unsupervised Pre-training on Synthetic Data ACL 2019 Accelerating Asynchronous Stochastic Gradient Descent for Neural Machine Translation EMNLP 2018 Approaching Neural Grammatical Error Correction as a Low-Resource Machine Translation Task NAACL 2018 Dual Conditional Cross-Entropy Filtering of Noisy Parallel Corpora EMNLP 2018 Marian: Cost-effective High-Quality Neural Machine Translation in C++ ACL 2018 Marian: Fast Neural Machine Translation in C++ ACL 2018 Microsoft’s Submission to the WMT2018 News Translation Task: How I Learned to Stop Worrying and Love the Data EMNLP 2018 MS-UEdin Submission to the WMT2018 APE Shared Task: Dual-Source Transformer for Automatic Post-Editing EMNLP 2018 Near Human-Level Performance in Grammatical Error Correction with Hybrid Machine Translation NAACL 2018 An Exploration of Neural Sequence-to-Sequence Architectures for Automatic Post-Editing IJCNLP 2017 Nematus: a Toolkit for Neural Machine Translation EACL 2017 The SUMMA Platform Prototype EACL 2017 Phrase-based Machine Translation is State-of-the-Art for Automatic Grammatical Error Correction EMNLP 2016 Target-Side Context for Discriminative Models in Statistical Machine Translation ACL 2016 Human Evaluation of Grammatical Error Correction Systems EMNLP 2015 The AMU System in the CoNLL-2014 Shared Task: Grammatical Error Correction by Data-Intensive and Feature-Rich Statistical Machine Translation CoNLL 2014