Matthias Huck
25 papers · 2012–2025 · 6 venues · across top CS/AI venues
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🗺️ Taxonomy Completionist (21) 🏃 Academic Marathon · Half 🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Bronze 🐣 Hot Topic Early Bird
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Mega-Team · Squad
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Topic Evolution
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Prolific Year · Productive
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Century Club · Bronze
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Natural Language Processing
(17)
Applications
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Machine Learning
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Learning Types · Machine Learning
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Deep Learning
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Optimization & Theory
(4)
Learning Types · Deep Learning
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Artificial Intelligence
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Generation
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Keywords
neural machine translation
(8)
machine translation
(7)
news translation
(4)
bilingual word embedding
(3)
translation quality
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large language model
(2)
statistical machine translation
(2)
supervised fine-tuning
(2)
automatic post-editing
(2)
multilingual translation
(2)
shared task
(2)
monolingual data
(2)
zero-shot learning
(2)
translation evaluation
(2)
domain adaptation
(2)
human evaluation
(2)
preference optimization
(2)
unsupervised machine translation
(2)
low-resource language
(1)
human judgment
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Papers
Learning to Translate Ambiguous Terminology by Preference Optimization on Post-Edits
EMNLP 2025
Quality-Aware Decoding: Unifying Quality Estimation and Decoding
ACL 2025
Contextual Refinement of Translations: Large Language Models for Sentence and Document-Level Post-Editing
NAACL 2024
Plug, Play, and Fuse: Zero-Shot Joint Decoding via Word-Level Re-ranking across Diverse Vocabularies
EMNLP 2024
Post-edits Are Preferences Too
EMNLP 2024
Analyzing Challenges in Neural Machine Translation for Software Localization
EACL 2023
A Multilingual Multiway Evaluation Data Set for Structured Document Translation of Asian Languages
AACL 2022
Findings of the 2021 Conference on Machine Translation (WMT21)
EMNLP 2021
Findings of the 2020 Conference on Machine Translation (WMT20)
EMNLP 2020
Better OOV Translation with Bilingual Terminology Mining
ACL 2019
Cross-lingual Annotation Projection Is Effective for Neural Part-of-Speech Tagging
NAACL 2019
Findings of the 2019 Conference on Machine Translation (WMT19)
ACL 2019
Proceedings of the Fourth Conference on Machine Translation (Volume 1: Research Papers)
ACL 2019
Proceedings of the Fourth Conference on Machine Translation (Volume 2: Shared Task Papers, Day 1)
ACL 2019
Proceedings of the Fourth Conference on Machine Translation (Volume 3: Shared Task Papers, Day 2)
ACL 2019
The LMU Munich Unsupervised Machine Translation System for WMT19
ACL 2019
Findings of the 2018 Conference on Machine Translation (WMT18)
EMNLP 2018
LMU Munich’s Neural Machine Translation Systems at WMT 2018
EMNLP 2018
Proceedings of the Third Conference on Machine Translation: Research Papers
EMNLP 2018
Proceedings of the Third Conference on Machine Translation: Shared Task Papers
EMNLP 2018
The LMU Munich Unsupervised Machine Translation Systems
EMNLP 2018
Producing Unseen Morphological Variants in Statistical Machine Translation
EACL 2017
Jane: Open Source Machine Translation System Combination
EACL 2014
Insertion and Deletion Models for Statistical Machine Translation
NAACL 2012
Jane 2: Open Source Phrase-based and Hierarchical Statistical Machine Translation
COLING 2012