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 | 115 | 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 | 94 | 2020 |
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 | 80 | 2024 |
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 | 66 | 2023 |
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 | 59 | 2023 |
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 | 52 | 2024 |
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 | 49 | 2024 |
Multilingual unsupervised neural machine translation with denoising adapters A Üstün, A Berard, L Besacier, M Gallé arXiv preprint arXiv:2110.10472, 2021 | 45 | 2021 |
Characters or morphemes: How to represent words? A Üstün, M Kurfalı, B Can Association for Computational Linguistics, 2018 | 45 | 2018 |
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 | 36 | 2021 |
Aya 23: Open weight releases to further multilingual progress V Aryabumi, J Dang, D Talupuru, S Dash, D Cairuz, H Lin, B Venkitesh, ... arXiv preprint arXiv:2405.15032, 2024 | 34 | 2024 |
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 | 32 | 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 | 29 | 2022 |
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 | 26 | 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 | 14 | 2021 |
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 | 12 | 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 |
RLHF Can Speak Many Languages: Unlocking Multilingual Preference Optimization for LLMs J Dang, A Ahmadian, K Marchisio, J Kreutzer, A Üstün, S Hooker arXiv preprint arXiv:2407.02552, 2024 | 10 | 2024 |
When does Parameter-Efficient Transfer Learning Work for Machine Translation? A Üstün, AC Stickland arXiv preprint arXiv:2205.11277, 2022 | 8 | 2022 |