Gözde Gül Şahin
Gözde Gül Şahin has 2 papers in our library, in 2018–2019, most of them on Low-resource languages; often with Andreas Rücklé, Claudia Schulz, Edwin Simpson.
OpenAlex · ORCID · h-index 10 · 39 works · 461 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 158 times in our library · 2 more in our library without a page yet · ⭐ Paper Stars ranking: #4112
Affiliations
🎓Koç UniversityIstanbul ·
Türkiye2021–2026 · 11 papers🎓Friedrich-Alexander-Universität Erlangen-NürnbergErlangen ·
Germany2026 · 1 paper🎓Technische Universität DarmstadtDarmstadt ·
Germany2018–2023 · 14 papers🎓Istanbul Technical UniversityIstanbul ·
Türkiye2014–2018 · 4 papers
Concepts, shelves and topics
📚 Shelves 4The field of science this work belongs to (OpenAlex fields).Artificial Intelligence · 2 worksArts and Humanities · 2 worksComputer Science · 2 worksLanguage and Linguistics · 2 works
🧭 Topics 1Research subjects and languages the work is about.Low-resource languages · 1 work
Works by year
2010s
20191 paperText Processing Like Humans Do: Visually Attacking and Shielding NLP Systems20181 paperData Augmentation via Dependency Tree Morphing for Low-Resource Languages
Papers
- Data Augmentation via Dependency Tree Morphing for Low-Resource Languages (2018 · 170 citations)
Neural models perform poorly when labeled data is scarce. Unlike computer vision or speech processing, NLP has almost no simple ways to artificially enlarge the training set. The authors carry over two classic image-processing operations to dependency trees. "Cropping" (crop) keeps the predicate with only one subject… - 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.
All works
- Data Augmentation via Dependency Tree Morphing for Low-Resource LanguagesGözde Gül Şahin, Mark SteedmanConference on Empirical Methods in Natural Language Processing (EMNLP) · 170 citations
- 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 Association for Computational Linguistics (NAACL) · 147 citations
- LINSPECTOR: Multilingual Probing Tasks for Word Representations · original ↗ · no summary yet · Computational LinguisticsGözde Gül Şahin et al.2020 · 35 citations
- Metric-Based In-context Learning: A Case Study in Text Simplification · original ↗ · no summary yet · Proceedings of the 16th International Natural Language Generation ConferenceSubhadra Vadlamannati, Gözde Şahin2023 · 9 citations
Co-authors here
- Andreas Rücklé
- Claudia Schulz
- Edwin Simpson
- Iryna Gurevych
- Ji-Ung Lee
- Mark Steedman
- Mohsen Mesgar
- Steffen Eger
Venues
- Conference on Empirical Methods in Natural Language Processing (EMNLP): EMNLP 2018
- Conference of the North American Chapter of the Association for Computational Linguistics (NAACL): NAACL 2019
- Computational Linguistics
- Proceedings of the 16th International Natural Language…
Cited by
Updated
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