| UDapter: Language Adaptation for Truly Universal Dependency Parsing A Üstün, A Bisazza, G Bouma, G van Noord Proceedings of the 2020 Conference on Empirical Methods in Natural Language …, 2020 | 107 | 2020 |
| Massive choice, ample tasks (MaChAmp): A toolkit for multi-task learning in NLP R van der Goot, A Üstün, A Ramponi, I Sharaf, B Plank arXiv preprint arXiv:2005.14672, 2020 | 91 | 2020 |
| Pushing Mixture of Experts to the Limit: Extremely Parameter Efficient MoE for Instruction Tuning T Zadouri, A Üstün, A Ahmadian, B Ermiş, A Locatelli, S Hooker arXiv preprint arXiv:2309.05444, 2023 | 46 | 2023 |
| Characters or morphemes: How to represent words? A Üstün, M Kurfalı, B Can Association for Computational Linguistics, 2018 | 43 | 2018 |
| Multilingual unsupervised neural machine translation with denoising adapters A Üstün, A Berard, L Besacier, M Gallé arXiv preprint arXiv:2110.10472, 2021 | 40 | 2021 |
| Aya Model: An Instruction Finetuned Open-Access Multilingual Language Model A Üstün, V Aryabumi, ZX Yong, WY Ko, D D'souza, G Onilude, N Bhandari, ... arXiv preprint arXiv:2402.07827, 2024 | 39 | 2024 |
| When Less is More: Investigating Data Pruning for Pretraining LLMs at Scale M Marion, A Üstün, L Pozzobon, A Wang, M Fadaee, S Hooker arXiv preprint arXiv:2309.04564, 2023 | 38 | 2023 |
| Siti Oryza Khairunnisa, Mamoru Komachi, and Barbara Plank. 2021. From masked language modeling to translation: Non-English auxiliary tasks improve zero-shot spoken language … R Van Der Goot, I Sharaf, A Imankulova, A Üstün, M Stepanovic, ... Proceedings of the 2021 Conference of the North American Chapter of the …, 2021 | 31 | 2021 |
| Automatic judgement forecasting for pending applications of the European Court of Human Rights M Medvedeva, A Üstün, X Xu, M Vols, M Wieling Proceedings of the Fifth Workshop on Automatec Semantic Analysis of …, 2021 | 25 | 2021 |
| Aya dataset: An open-access collection for multilingual instruction tuning S Singh, F Vargus, D Dsouza, BF Karlsson, A Mahendiran, WY Ko, ... arXiv preprint arXiv:2402.06619, 2024 | 23 | 2024 |
| Hyper-X: A Unified Hypernetwork for Multi-Task Multilingual Transfer A Üstün, A Bisazza, G Bouma, G van Noord, S Ruder arXiv preprint arXiv:2205.12148, 2022 | 21 | 2022 |
| Back to Basics: Revisiting REINFORCE Style Optimization for Learning from Human Feedback in LLMs A Ahmadian, C Cremer, M Gallé, M Fadaee, J Kreutzer, A Üstün, ... arXiv preprint arXiv:2402.14740, 2024 | 20 | 2024 |
| Intriguing properties of quantization at scale A Ahmadian, S Dash, H Chen, B Venkitesh, ZS Gou, P Blunsom, A Üstün, ... Advances in Neural Information Processing Systems 36, 34278-34294, 2023 | 20 | 2023 |
| Unsupervised morphological segmentation using neural word embeddings A Üstün, B Can Statistical Language and Speech Processing: 4th International Conference …, 2016 | 20 | 2016 |
| From Masked Language Modeling to Translation: Non-English Auxiliary Tasks Improve Zero-shot Spoken Language Understanding R van der Goot, I Sharaf, A Imankulova, A Üstün, M Stepanović, ... arXiv preprint arXiv:2105.07316, 2021 | 12 | 2021 |
| Turkish pos tagging by reducing sparsity with morpheme tags in small datasets B Can, A Üstün, M Kurfalı Computational Linguistics and Intelligent Text Processing: 17th …, 2018 | 11 | 2018 |
| UDapter: Typology-based Language Adapters for Multilingual Dependency Parsing and Sequence Labeling A Üstün, A Bisazza, G Bouma, G Noord Computational Linguistics 48 (3), 555-592, 2022 | 9 | 2022 |
| On the Difficulty of Translating Free-Order Case-Marking Languages A Bisazza, A Üstün, S Sportel Transactions of the Association for Computational Linguistics 9, 1233-1248, 2021 | 8 | 2021 |
| When does Parameter-Efficient Transfer Learning Work for Machine Translation? A Üstün, AC Stickland arXiv preprint arXiv:2205.11277, 2022 | 7 | 2022 |
| Unsupervised Translation of German--Lower Sorbian: Exploring Training and Novel Transfer Methods on a Low-Resource Language L Edman, A Üstün, A Toral, G van Noord arXiv preprint arXiv:2109.12012, 2021 | 7 | 2021 |
rob van der gootAssociate Professor IT university of CopenhagenVerified email at itu.dk
