Julia Kreutzer
Publications by Year
Research Areas
Natural Language Processing Techniques, Topic Modeling, Multimodal Machine Learning Applications, Reinforcement Learning in Robotics, Advanced Bandit Algorithms Research
Most-Cited Works
- → MasakhaNER: Named Entity Recognition for African Languages(2021)230 cited
- → Quality at a Glance: An Audit of Web-Crawled Multilingual Datasets(2022)163 cited
- → QUality Estimation from ScraTCH (QUETCH): Deep Learning for Word-level Translation Quality Estimation(2015)66 cited
- → Proceedings of the 5th Workshop on Representation Learning for NLP(2020)48 cited
- → A Few Thousand Translations Go a Long Way! Leveraging Pre-trained Models for African News Translation(2022)45 cited
- → Building Machine Translation Systems for the Next Thousand Languages(2022)43 cited
- → Aya Model: An Instruction Finetuned Open-Access Multilingual Language Model(2024)43 cited
- → Learning Structured Predictors from Bandit Feedback for Interactive NLP(2016)28 cited
- → Aya Dataset: An Open-Access Collection for Multilingual Instruction Tuning(2024)27 cited