Julia Kreutzer
39 papers · 2016–2026 · 7 conferences · across top CS/AI conferences
Achievements
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Cross-Pollinator
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(3)
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(11)
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(47)
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(19)
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(8)
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Century Club
(38)
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The Questioner
Conferences
EMNLP (19)
ACL (10)
NAACL (4)
COLING (2)
IJCNLP (2)
AACL (1)
NIPS (1)
Top co-authors
Keywords
neural machine translation
(13)
low-resource language
(9)
large language model
(9)
machine translation
(8)
transfer learning
(5)
sequence-to-sequence learning
(4)
reinforcement learning
(3)
domain adaptation
(3)
reinforcement learning from human feedback
(3)
multilingual model
(3)
multilingual language model
(3)
human feedback
(3)
bandit learning
(3)
african language
(3)
cross-lingual transfer
(3)
natural language processing
(2)
structured prediction
(2)
offline reinforcement learning
(2)
model alignment
(2)
bandit feedback
(2)
Papers
Current Advances in LLM Reasoning
ACL 2026
Findings of the WMT25 Multilingual Instruction Shared Task: Persistent Hurdles in Reasoning, Generation, and Evaluation
EMNLP 2025
When Life Gives You Samples: The Benefits of Scaling up Inference Compute for Multilingual LLMs
EMNLP 2025
The State of Multilingual LLM Safety Research: From Measuring The Language Gap To Mitigating It
EMNLP 2025
Command-A-Translate: Raising the Bar of Machine Translation with Difficulty Filtering
EMNLP 2025
Aya Model: An Instruction Finetuned Open-Access Multilingual Language Model
ACL 2024
Critical Learning Periods: Leveraging Early Training Dynamics for Efficient Data Pruning
ACL 2024
RLHF Can Speak Many Languages: Unlocking Multilingual Preference Optimization for LLMs
EMNLP 2024
Connecting Language Technologies with Rich, Diverse Data Sources Covering Thousands of Languages
COLING 2024
The Multilingual Alignment Prism: Aligning Global and Local Preferences to Reduce Harm
EMNLP 2024
LLM See, LLM Do: Leveraging Active Inheritance to Target Non-Differentiable Objectives
EMNLP 2024
Aya Dataset: An Open-Access Collection for Multilingual Instruction Tuning
ACL 2024
Back to Basics: Revisiting REINFORCE-Style Optimization for Learning from Human Feedback in LLMs
ACL 2024
Exploring the Benefits and Limitations of Multilinguality for Non-autoregressive Machine Translation
EMNLP 2022
JoeyS2T: Minimalistic Speech-to-Text Modeling with JoeyNMT
EMNLP 2022
Intriguing Properties of Compression on Multilingual Models
EMNLP 2022
Domain Curricula for Code-Switched MT at MixMT 2022
EMNLP 2022
A Few Thousand Translations Go a Long Way! Leveraging Pre-trained Models for African News Translation
NAACL 2022
The Low-Resource Double Bind: An Empirical Study of Pruning for Low-Resource Machine Translation
EMNLP 2021
Offline Reinforcement Learning from Human Feedback in Real-World Sequence-to-Sequence Tasks
ACL 2021
Bandits Donβt 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
IJCNLP 2021
Revisiting the Weaknesses of Reinforcement Learning for Neural Machine Translation
NAACL 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
Joey NMT: A Minimalist NMT Toolkit for Novices
IJCNLP 2019
Self-Regulated Interactive Sequence-to-Sequence Learning
ACL 2019
Proceedings of the Third Workshop on Structured Prediction for NLP
NAACL 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
Learning Whatβs Easy: Fully Differentiable Neural Easy-First Taggers
EMNLP 2017
Bandit Structured Prediction for Neural Sequence-to-Sequence Learning
ACL 2017
Learning Structured Predictors from Bandit Feedback for Interactive NLP
ACL 2016
Stochastic Structured Prediction under Bandit Feedback
NIPS 2016