Julia Kreutzer

Current Advances in LLM Reasoning ACL 2026 Command-A-Translate: Raising the Bar of Machine Translation with Difficulty Filtering EMNLP 2025 Findings of the WMT25 Multilingual Instruction Shared Task: Persistent Hurdles in Reasoning, Generation, and Evaluation EMNLP 2025 The State of Multilingual LLM Safety Research: From Measuring The Language Gap To Mitigating It EMNLP 2025 When Life Gives You Samples: The Benefits of Scaling up Inference Compute for Multilingual LLMs EMNLP 2025 Aya Dataset: An Open-Access Collection for Multilingual Instruction Tuning ACL 2024 Aya Model: An Instruction Finetuned Open-Access Multilingual Language Model ACL 2024 Back to Basics: Revisiting REINFORCE-Style Optimization for Learning from Human Feedback in LLMs ACL 2024 Connecting Language Technologies with Rich, Diverse Data Sources Covering Thousands of Languages COLING 2024 Critical Learning Periods: Leveraging Early Training Dynamics for Efficient Data Pruning ACL 2024 LLM See, LLM Do: Leveraging Active Inheritance to Target Non-Differentiable Objectives EMNLP 2024 RLHF Can Speak Many Languages: Unlocking Multilingual Preference Optimization for LLMs EMNLP 2024 The Multilingual Alignment Prism: Aligning Global and Local Preferences to Reduce Harm EMNLP 2024 A Few Thousand Translations Go a Long Way! Leveraging Pre-trained Models for African News Translation NAACL 2022 Domain Curricula for Code-Switched MT at MixMT 2022 EMNLP 2022 Exploring the Benefits and Limitations of Multilinguality for Non-autoregressive Machine Translation EMNLP 2022 Intriguing Properties of Compression on Multilingual Models EMNLP 2022 JoeyS2T: Minimalistic Speech-to-Text Modeling with JoeyNMT EMNLP 2022 Bandits Don’t Follow Rules: Balancing Multi-Facet Machine Translation with Multi-Armed Bandits EMNLP 2021 Evaluating Multiway Multilingual NMT in the Turkic Languages EMNLP 2021 Offline Reinforcement Learning from Human Feedback in Real-World Sequence-to-Sequence Tasks ACL 2021 Revisiting the Weaknesses of Reinforcement Learning for Neural Machine Translation NAACL 2021 The Low-Resource Double Bind: An Empirical Study of Pruning for Low-Resource Machine Translation EMNLP 2021 Inference Strategies for Machine Translation with Conditional Masking EMNLP 2020 KINNEWS and KIRNEWS: Benchmarking Cross-Lingual Text Classification for Kinyarwanda and Kirundi COLING 2020 Neural Machine Translation for Extremely Low-Resource African Languages: A Case Study on Bambara AACL 2020 Participatory Research for Low-resourced Machine Translation: A Case Study in African Languages EMNLP 2020 Joey NMT: A Minimalist NMT Toolkit for Novices EMNLP 2019 Proceedings of the Third Workshop on Structured Prediction for NLP NAACL 2019 Self-Regulated Interactive Sequence-to-Sequence Learning ACL 2019 Can Neural Machine Translation be Improved with User Feedback? NAACL 2018 Learning to Segment Inputs for NMT Favors Character-Level Processing EMNLP 2018 Reliability and Learnability of Human Bandit Feedback for Sequence-to-Sequence Reinforcement Learning ACL 2018 Bandit Structured Prediction for Neural Sequence-to-Sequence Learning ACL 2017 Learning What’s Easy: Fully Differentiable Neural Easy-First Taggers EMNLP 2017 Learning Structured Predictors from Bandit Feedback for Interactive NLP ACL 2016 Stochastic Structured Prediction under Bandit Feedback NeurIPS 2016