← Authors

Christof Monz

79 papers · 2005–2026 · 10 conferences · across top CS/AI conferences

Achievements

πŸ—ΊοΈ Taxonomy Completionist (90) 🌍 Conference Polyglot (10) 🌈 Renaissance Researcher (5) πŸŒ‰ Interdisciplinary Bridge 🐝 Cross-Pollinator (8) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird πŸƒ Academic Marathon (20) 🌟 Keyword Trendsetter Combo (3) 🏠 Conference Loyalist (40) πŸ† Grand Slam πŸ‘₯ Mega-Team (36) πŸ”¬ Deep Specialist (34) 🀝 Dynamic Duo (13) πŸ“ˆ Trend Setter ⚑ Prolific Year (12) πŸ—ƒοΈ Keyword Collector (229) πŸ’Ž Century Club (77) πŸ”₯ Unstoppable (12) ❓ The Questioner (6)

Conferences

EMNLP (40) ACL (15) EACL (10) COLING (4) AAAI (2) IJCNLP (2) NAACL (2) NIPS (2) ICLR (1) ICML (1)

Top co-authors

Philipp Koehn (13) OndΕ™ej Bojar (13) Barry Haddow (13) Christian Federmann (12) Di Wu (12) Arianna Bisazza (11) Mark Fishel (11) Baohao Liao (11) Yvette Graham (10) Matthias Huck (9)

Keywords

machine translation (19) neural machine translation (17) large language model (11) translation quality (9) multilingual machine translation (6) human evaluation (6) low-resource language (5) multilingual translation (5) cross-lingual transfer (5) knowledge transfer (5) news translation (4) model compression (4) translation evaluation (3) synthetic datum (3) representation learning (3) zero-shot learning (3) parameter-efficient fine-tuning (3) dialogue system (3) few-shot learning (2) bleu score (2)

Papers

Best-of-L: Cross-Lingual Reward Modeling for Mathematical Reasoning EACL 2026
What Does Infect Mean to Cardio? Investigating the Role of Clinical Specialty Data in Medical LLMs EACL 2026
Reward-Guided Speculative Decoding for Efficient LLM Reasoning ICML 2025
Unilogit: Robust Machine Unlearning for LLMs Using Uniform-Target Self-Distillation ACL 2025
ClusComp: A Simple Paradigm for Model Compression and Efficient Finetuning ACL 2025
ReMedy: Learning Machine Translation Evaluation from Human Preferences with Reward Modeling EMNLP 2025
Can LLMs Really Learn to Translate a Low-Resource Language from One Grammar Book? ICLR 2025
UvA-MT at WMT25 Evaluation Task: LLM Uncertainty as a Proxy for Translation Quality EMNLP 2025
UvA-MT’s Participation in the WMT25 General Translation Shared Task EMNLP 2025
Findings of the WMT25 General Machine Translation Shared Task: Time to Stop Evaluating on Easy Test Sets EMNLP 2025
An Empirical Analysis of Machine Translation for Expanding Multilingual Benchmarks EMNLP 2025
The Effect of Language Diversity When Fine-Tuning Large Language Models for Translation EMNLP 2025
Please Translate Again: Two Simple Experiments on Whether Human-Like Reasoning Helps Translation EMNLP 2025
How to Learn in a Noisy World? Self-Correcting the Real-World Data Noise in Machine Translation NAACL 2025
ApiQ: Finetuning of 2-Bit Quantized Large Language Model EMNLP 2024
Analyzing the Evaluation of Cross-Lingual Knowledge Transfer in Multilingual Language Models EACL 2024
Disentangling the Roles of Target-side Transfer and Regularization in Multilingual Machine Translation EACL 2024
3-in-1: 2D Rotary Adaptation for Efficient Finetuning, Efficient Batching and Composability NIPS 2024
The Fine-Tuning Paradox: Boosting Translation Quality Without Sacrificing LLM Abilities ACL 2024
How Far can 100 Samples Go? Unlocking Zero-Shot Translation with Tiny Multi-Parallel Data ACL 2024
IKUN for WMT24 General MT Task: LLMs Are Here for Multilingual Machine Translation EMNLP 2024
UvA-MT’s Participation in the WMT24 General Translation Shared Task EMNLP 2024
Findings of the WMT24 General Machine Translation Shared Task: The LLM Era Is Here but MT Is Not Solved Yet EMNLP 2024
Representational Isomorphism and Alignment of Multilingual Large Language Models EMNLP 2024
The SIFo Benchmark: Investigating the Sequential Instruction Following Ability of Large Language Models EMNLP 2024
Communicating with Speakers and Listeners of Different Pragmatic Levels EMNLP 2024
Neuron Specialization: Leveraging Intrinsic Task Modularity for Multilingual Machine Translation EMNLP 2024
Multilingual k-Nearest-Neighbor Machine Translation EMNLP 2023
Parameter-Efficient Fine-Tuning without Introducing New Latency ACL 2023
NonFactS: NonFactual Summary Generation for Factuality Evaluation in Document Summarization ACL 2023
Make Pre-trained Model Reversible: From Parameter to Memory Efficient Fine-Tuning NIPS 2023
Beyond Shared Vocabulary: Increasing Representational Word Similarities across Languages for Multilingual Machine Translation EMNLP 2023
Towards a Better Understanding of Variations in Zero-Shot Neural Machine Translation Performance EMNLP 2023
Ask Language Model to Clean Your Noisy Translation Data EMNLP 2023
Viewing Knowledge Transfer in Multilingual Machine Translation Through a Representational Lens EMNLP 2023
Aligning Predictive Uncertainty with Clarification Questions in Grounded Dialog EMNLP 2023
Findings of the 2023 Conference on Machine Translation (WMT23): LLMs Are Here but Not Quite There Yet EMNLP 2023
UvA-MT’s Participation in the WMT 2023 General Translation Shared Task EMNLP 2023
Findings of the 2022 Conference on Machine Translation (WMT22) EMNLP 2022
Mask More and Mask Later: Efficient Pre-training of Masked Language Models by Disentangling the [MASK] Token EMNLP 2022
Findings of the 2021 Conference on Machine Translation (WMT21) EMNLP 2021
NLQuAD: A Non-Factoid Long Question Answering Data Set EACL 2021
RefNet: A Reference-Aware Network for Background Based Conversation AAAI 2020
Findings of the 2020 Conference on Machine Translation (WMT20) EMNLP 2020
The Unreasonable Volatility of Neural Machine Translation Models ACL 2020
Optimizing Transformer for Low-Resource Neural Machine Translation COLING 2020
Thinking Globally, Acting Locally: Distantly Supervised Global-to-Local Knowledge Selection for Background Based Conversation AAAI 2020
Proceedings of the Fourth Conference on Machine Translation (Volume 1: Research Papers) ACL 2019
Proceedings of the Fourth Conference on Machine Translation (Volume 3: Shared Task Papers, Day 2) ACL 2019
Findings of the 2019 Conference on Machine Translation (WMT19) ACL 2019
Proceedings of the Fourth Conference on Machine Translation (Volume 2: Shared Task Papers, Day 1) ACL 2019
Proceedings of the Third Conference on Machine Translation: Shared Task Papers EMNLP 2018
Findings of the 2018 Conference on Machine Translation (WMT18) EMNLP 2018
The Importance of Being Recurrent for Modeling Hierarchical Structure EMNLP 2018
Proceedings of the Third Conference on Machine Translation: Research Papers EMNLP 2018
Back-Translation Sampling by Targeting Difficult Words in Neural Machine Translation EMNLP 2018
What does Attention in Neural Machine Translation Pay Attention to? IJCNLP 2017
Learning Topic-Sensitive Word Representations ACL 2017
Dynamic Data Selection for Neural Machine Translation EMNLP 2017
Data Augmentation for Low-Resource Neural Machine Translation ACL 2017
Recurrent Memory Networks for Language Modeling NAACL 2016
Improving Statistical Machine Translation Performance by Oracle-BLEU Model Re-estimation ACL 2016
Measuring the Effect of Conversational Aspects on Machine Translation Quality COLING 2016
Ensemble Learning for Multi-Source Neural Machine Translation COLING 2016
Bilingual Structured Language Models for Statistical Machine Translation EMNLP 2015
What’s in a Domain? Analyzing Genre and Topic Differences in Statistical Machine Translation IJCNLP 2015
What’s in a Domain? Analyzing Genre and Topic Differences in Statistical Machine Translation ACL 2015
Class-Based Language Modeling for Translating into Morphologically Rich Languages COLING 2014
Word Translation Prediction for Morphologically Rich Languages with Bilingual Neural Networks EMNLP 2014
Dependency-Based Bilingual Language Models for Reordering in Statistical Machine Translation EMNLP 2014
Maximizing Component Quality in Bilingual Word-Aligned Segmentations EACL 2014
User Edits Classification Using Document Revision Histories EACL 2012
Power-Law Distributions for Paraphrases Extracted from Bilingual Corpora EACL 2012
Adaptation of Statistical Machine Translation Model for Cross-Lingual Information Retrieval in a Service Context EACL 2012
Statistical Machine Translation with Local Language Models EMNLP 2011
Automatic Single-Document Key Fact Extraction from Newswire Articles EACL 2009
The Hiero Machine Translation System: Extensions, Evaluation, and Analysis EMNLP 2005
NeurAlign: Combining Word Alignments Using Neural Networks EMNLP 2005
Alignment Link Projection Using Transformation-Based Learning EMNLP 2005