Ahmet Ustun
Rijksuniversiteit Groningen
H-index: 10
Europe-Netherlands
Top articles of Ahmet Ustun
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Back to Basics: Revisiting REINFORCE Style Optimization for Learning from Human Feedback in LLMs | arXiv preprint arXiv:2402.14740 | Arash Ahmadian Chris Cremer Matthias Gallé Marzieh Fadaee Julia Kreutzer | 2024/2/22 |
Aya Model: An Instruction Finetuned Open-Access Multilingual Language Model | arXiv preprint arXiv:2402.07827 | Ahmet Üstün Viraat Aryabumi Zheng-Xin Yong Wei-Yin Ko Daniel D'souza | 2024/2/12 |
Aya dataset: An open-access collection for multilingual instruction tuning | arXiv preprint arXiv:2402.06619 | Shivalika Singh Freddie Vargus Daniel Dsouza Börje F Karlsson Abinaya Mahendiran | 2024/2/9 |
Pushing Mixture of Experts to the Limit: Extremely Parameter Efficient MoE for Instruction Tuning | arXiv preprint arXiv:2309.05444 | Ted Zadouri Ahmet Üstün Arash Ahmadian Beyza Ermiş Acyr Locatelli | 2023/9/11 |
When Less is More: Investigating Data Pruning for Pretraining LLMs at Scale | arXiv preprint arXiv:2309.04564 | Max Marion Ahmet Üstün Luiza Pozzobon Alex Wang Marzieh Fadaee | 2023/9/8 |
Multilingual unsupervised neural machine translation with denoising adapters | 2023/7/6 | ||
Intriguing properties of quantization at scale | Advances in Neural Information Processing Systems | Arash Ahmadian Saurabh Dash Hongyu Chen Bharat Venkitesh Zhen Stephen Gou | 2023/12/15 |
When does Parameter-Efficient Transfer Learning Work for Machine Translation? | arXiv preprint arXiv:2205.11277 | Ahmet Üstün Asa Cooper Stickland | 2022/5/23 |
UDapter: Typology-based Language Adapters for Multilingual Dependency Parsing and Sequence Labeling | Computational Linguistics | Ahmet Üstün Arianna Bisazza Gosse Bouma Gertjan van Noord | 2022/9/1 |
Hyper-X: A Unified Hypernetwork for Multi-Task Multilingual Transfer | arXiv preprint arXiv:2205.12148 | Ahmet Üstün Arianna Bisazza Gosse Bouma Gertjan van Noord Sebastian Ruder | 2022/5/24 |
Incorporating word embeddings in unsupervised morphological segmentation | Natural Language Engineering | Ahmet Üstün Burcu Can | 2021/9 |
From Masked Language Modeling to Translation: Non-English Auxiliary Tasks Improve Zero-shot Spoken Language Understanding | arXiv preprint arXiv:2105.07316 | Rob Van Der Goot Ibrahim Sharaf Aizhan Imankulova Ahmet Üstün Marija Stepanović | 2021/5/15 |
On the Difficulty of Translating Free-Order Case-Marking Languages | Transactions of the Association for Computational Linguistics | Arianna Bisazza Ahmet Üstün Stephan Sportel | 2021/11/5 |
On the Effectiveness of Dataset Embeddings in Mono-lingual, Multi-lingual and Zero-shot Conditions | arXiv preprint arXiv:2103.01273 | Rob van der Goot Ahmet Üstün Barbara Plank | 2021/3/1 |
Cross-lingual Multi-task Transfer for Zero-shot Task-oriented Dialog | Rob van der Goot Marija Stepanovic Alan Ramponi Ibrahim Sharaf Ahmet Üstün | 2021/9/25 | |
Automatic judgement forecasting for pending applications of the European Court of Human Rights | Masha Medvedeva Ahmet Üstün Xiao Xu Michel Vols Martijn Wieling | 2021 | |
Unsupervised Translation of German--Lower Sorbian: Exploring Training and Novel Transfer Methods on a Low-Resource Language | arXiv preprint arXiv:2109.12012 | Lukas Edman Ahmet Üstün Antonio Toral Gertjan van Noord | 2021/9/24 |
EmERGING TRENDS | LANGUAGE | Alakananda Vempala Eduardo Blanco Jenna Kanerva Filip Ginter Tapio Salakoski | 2021/9 |
Massive choice, ample tasks (MaChAmp): A toolkit for multi-task learning in NLP | arXiv preprint arXiv:2005.14672 | Rob van der Goot Ahmet Üstün Alan Ramponi Ibrahim Sharaf Barbara Plank | 2020/5/29 |
Is Typology-Based Adaptation Effective for Multilingual Sequence Labelling? | Ahmet Üstün Arianna Bisazza Gosse Bouma Gertjan van Noord | 2020 |
Co-Authors
