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 | 86 | 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 | 69 | 2020 |
Characters or morphemes: How to represent words? A Üstün, M Kurfalı, B Can Association for Computational Linguistics, 2018 | 39 | 2018 |
Multilingual unsupervised neural machine translation with denoising adapters A Üstün, A Berard, L Besacier, M Gallé arXiv preprint arXiv:2110.10472, 2021 | 32 | 2021 |
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 | 22 | 2021 |
Unsupervised morphological segmentation using neural word embeddings A Üstün, B Can Statistical Language and Speech Processing: 4th International Conference …, 2016 | 19 | 2016 |
Automatic Judgement Forecasting for Pending Applications of the European Court of Human Rights. M Medvedeva, A Üstün, X Xu, M Vols, M Wieling ASAIL/LegalAIIA@ ICAIL, 12-23, 2021 | 16 | 2021 |
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 | 11 | 2022 |
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 |
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 | 9 | 2021 |
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 | 6 | 2021 |
Multi-Team: A Multi-attention, Multi-decoder Approach to Morphological Analysis. A Üstün, R van der Goot, G Bouma, G van Noord Proceedings of the 16th Workshop on Computational Research in Phonetics …, 2019 | 6 | 2019 |
There and Back Again: Cross-Lingual Transfer Learning for Event Detection. T Caselli, A Üstün CLiC-it, 2019 | 6 | 2019 |
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 | 5 | 2021 |
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 | 4 | 2023 |
Intriguing Properties of Quantization at Scale A Ahmadian, S Dash, H Chen, B Venkitesh, S Gou, P Blunsom, A Üstün, ... arXiv preprint arXiv:2305.19268, 2023 | 4 | 2023 |
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 | 3 | 2023 |
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 | 3 | 2022 |
Incorporating word embeddings in unsupervised morphological segmentation A Üstün, B Can Natural Language Engineering 27 (5), 609-629, 2021 | 3 | 2021 |
On the Effectiveness of Dataset Embeddings in Mono-lingual, Multi-lingual and Zero-shot Conditions R van der Goot, A Üstün, B Plank arXiv preprint arXiv:2103.01273, 2021 | 2 | 2021 |