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Üstün, Ahmet

  1. The Leaderboard Illusion
    2025/04/29 by Shivalika Singh, Nan Yu, Yiyang Nan +26 · 32 voices · 20 citations
    Medicine · Computer Science · Social Sciences · #Artificial Intelligence in Healthcare and Education #AI in Service Interactions #Ethics and Social Impacts of AI
  2. To Code, or Not To Code? Exploring Impact of Code in Pre-training
    2024/08/20 by Viraat Aryabumi, Aryabumi, Viraat, Yixuan Su +15 · 5 voices · 8 citations
    Arts and Humanities · Psychology · #EFL/ESL Teaching and Learning #Second Language Acquisition and Learning #cs.CL
  3. Intriguing Properties of Quantization at Scale
    2023/05/30 by Arash Ahmadian, Ahmadian, Arash, Saurabh Dash +13 · 3 voices · 5 citations
    Computer Science · Engineering · #Advanced Memory and Neural Computing #Ferroelectric and Negative Capacitance Devices #Parallel Computing and Optimization Techniques #cs.AI #cs.LG
  4. Aya Model: An Instruction Finetuned Open-Access Multilingual Language Model
    2024/02/12 by Üstün, Ahmet, Aryabumi, Viraat, Yong, Zheng-Xin +14 · 38 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  5. Aya Expanse: Combining Research Breakthroughs for a New Multilingual Frontier
    2024/12/05 by John Dang, Dang, John, Shivalika Singh +90 · 2 voices · 23 citations
    Arts and Humanities · Computer Science · #Second Language Learning and Teaching #cs.CL
  6. Pushing Mixture of Experts to the Limit: Extremely Parameter Efficient MoE for Instruction Tuning
    2023/09/11 by Ted Zadouri, Ahmet Üstün, Zadouri, Ted +9 · 15 citations
    Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Advanced Neural Network Applications #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification
  7. Aya 23: Open Weight Releases to Further Multilingual Progress
    2024/05/23 by Viraat Aryabumi, John Dang, Aryabumi, Viraat +39 · 1 voice · 15 citations
    Computer Science · Medicine · #Artificial Intelligence in Healthcare and Education #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Topic Modeling #cs.CL
  8. Aya Dataset: An Open-Access Collection for Multilingual Instruction Tuning
    2024/02/09 by Shivalika Singh, Freddie Vargus, Singh, Shivalika +63 · 12 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques
  9. Massive Choice, Ample Tasks (MaChAmp): A Toolkit for Multi-task Learning\n in NLP
    2020/05/29 by Rob van der Goot, Ahmet Üstün, van der Goot, Rob +7 · 4 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling
  10. How Does Quantization Affect Multilingual LLMs?
    2024/07/03 by Kelly Marchisio, Marchisio, Kelly, Saurabh Dash +11 · 9 citations
    Computer Science · #Natural Language Processing Techniques #Text Readability and Simplification
  11. RLHF Can Speak Many Languages: Unlocking Multilingual Preference Optimization for LLMs
    2024/07/02 by Dang, John, Ahmadian, Arash, Marchisio, Kelly +3 · 8 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  12. Aya Vision: Advancing the Frontier of Multilingual Multimodality
    2025/05/13 by Dash, Saurabh, Nan, Yiyang, Dang, John +22 · 11 citations
    #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  13. Command A: An Enterprise-Ready Large Language Model
    2025/04/01 by Team Cohere, Cohere, Team, : +316 · 10 citations
    Business, Management and Accounting · Computer Science · #Business Process Modeling and Analysis #Software System Performance and Reliability #Advanced Software Engineering Methodologies
  14. From Masked Language Modeling to Translation: Non-English Auxiliary Tasks Improve Zero-shot Spoken Language Understanding
    2021/05/15 by van der Goot, Rob, Sharaf, Ibrahim, Imankulova, Aizhan +6 · 3 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  15. UDapter: Language Adaptation for Truly Universal Dependency Parsing
    2020/04/29 by Üstün, Ahmet, Bisazza, Arianna, Bouma, Gosse +1 · 2 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  16. When Personalization Meets Reality: A Multi-Faceted Analysis of Personalized Preference Learning
    2025/02/26 by Dong, Yijiang River, Hu, Tiancheng, Liu, Yinhong +2 · 4 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  17. Hyper-X: A Unified Hypernetwork for Multi-Task Multilingual Transfer
    2022/05/24 by Ahmet Üstün, Arianna Bisazza, Üstün, Ahmet +7 · 1 citation
    Computer Science · #Domain Adaptation and Few-Shot Learning #Multimodal Machine Learning Applications #Topic Modeling
  18. MURI: High-Quality Instruction Tuning Datasets for Low-Resource Languages via Reverse Instructions
    2024/09/19 by Köksal, Abdullatif, Thaler, Marion, Imani, Ayyoob +3 · 2 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  19. The Multilingual Divide and Its Impact on Global AI Safety
    2025/05/27 by Aidan Peppin, Peppin, Aidan, Julia Kreutzer +29 · 1 voice · 2 citations
    Computer Science · Social Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Ethics and Social Impacts of AI #FOS: Computer and information sciences #cs.AI #cs.CL
  20. One Tokenizer To Rule Them All: Emergent Language Plasticity via Multilingual Tokenizers
    2025/06/12 by Abagyan, Diana, Salamanca, Alejandro R., Cruz-Salinas, Andres Felipe +6 · 3 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  21. Nexus: Specialization meets Adaptability for Efficiently Training Mixture of Experts
    2024/08/28 by Gritsch, Nikolas, Zhang, Qizhen, Locatelli, Acyr +2 · 1 citation
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  22. If You Can't Use Them, Recycle Them: Optimizing Merging at Scale Mitigates Performance Tradeoffs
    2024/12/05 by Muhammad Khalifa, Khalifa, Muhammad, Arash Ahmadian +14 · 1 citation
    Business, Management and Accounting · #Innovation and Knowledge Management
  23. EAGER: Entropy-Aware GEneRation for Adaptive Inference-Time Scaling
    2025/10/13 by Scalena, Daniel, Zotos, Leonidas, Fersini, Elisabetta +2 · 2 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)