Ji-Ung Lee
Ji-Ung Lee has 3 papers in our library, in 2019–2026, most of them on Machine translation; often with Alexander Koller, André F. T. Martins, Andreas Rücklé.
OpenAlex · ORCID · h-index 8 · 31 works · 324 citations OpenAlex, 2026-10-14
📄 3 works in our library · 🔗 118 citations in our library · 2 more in our library without a page yet · ⭐ Paper Star rank #4229
Affiliations
🎓Saarland UniversitySaarbrücken ·
Germany2026 · 3 papers🎓Technische Universität DarmstadtDarmstadt ·
Germany2019–2023 · 15 papers🔬Hessian Center for Artificial IntelligenceDarmstadt ·
Germany2023 · 5 papers
Concepts, shelves and topics
📚 Shelves 5 Arts and Humanities · 3 works Computer Science · 3 works Artificial Intelligence · 3 works Language and Linguistics · 3 works Computer Vision and Pattern Recognition · 2 works
🧭 Topics 1 Machine translation · 1 work
Works by year
2020s
2010s
Papers
- Text Processing Like Humans Do: Visually Attacking and Shielding NLP Systems (2019 · 147 citations)
People often replace letters with look-alike symbols to write slang such as "1337", hide insults, or spoof domain names, and readers decode these easily. - Efficient Methods for Natural Language Processing: A Survey (2023 · 145 citations)
Much of the recent progress in NLP comes from making models and training corpora larger. That strategy also drives up the need for data, compute time, storage and energy, which are finite and unequally available. This TACL 2023 survey by Treviso, Lee, Ji and 19 co-authors grew out of Dagstuhl Seminar 22,232. It… - AuthorMix: Modular Authorship Style Transfer via Layer-wise Adapter Mixing (2026)
AuthorMix trains one LoRA adapter for each of about ten high-resource authors. For a new low-resource target, it mixes these adapters with scalar weights, learned per layer with reinforcement learning (GRPO), using the joint style and meaning score of a few target examples as reward. The base model and adapters stay…
All works
- Text Processing Like Humans Do: Visually Attacking and Shielding NLP SystemsSteffen Eger, Gözde Gül Şahin, Andreas Rücklé, et al.Conference of the North American Chapter of the… · 147 citations
- Efficient Methods for Natural Language Processing: A SurveyMarcos Treviso, Ji-Ung Lee, Tianchu Ji, et al.Transactions of the Association for… · 145 citations
- Investigating label suggestions for opinion mining in German Covid-19 social media (original ↗)Tilman Beck et al.2021 · Proceedings of the 59th Annual Meeting of the… · 29 citations · no summary yet
- TexPrax: A Messaging Application for Ethical, Real-time Data Collection and Annotation (original ↗)Lorenz Stangier et al.2022 · Proceedings of the 2nd Conference of the… · 1 citation · no summary yet
- AuthorMix: Modular Authorship Style Transfer via Layer-wise Adapter MixingSarubi Thillainathan, Ji-Ung Lee, Michael Sullivan, et al.Machine translation
Co-authors here
- Alexander Koller
- André F. T. Martins
- Andreas Rücklé
- Betty van Aken
- Claudia Schulz
- Colin Raffel
- Edwin Simpson
- Gözde Gül Şahin
- Iryna Gurevych
- Kenneth Heafield
- Marcos Treviso
- Mohsen Mesgar
Venues
- Conference of the North American Chapter of the Association…: 2019
- Transactions of the Association for Computational…: 2023
- Proceedings of the 2nd Conference of the Asia-Pacific…
- Proceedings of the 59th Annual Meeting of the Association…
Cited by
Updated
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