Ahmet Üstün
- The Leaderboard Illusion
2025/04/29 by Shivalika Singh, Yiyang Nan, Singh, Shivalika +26 · 32 voices · 23 citations
Medicine · Computer Science · Social Sciences · #Artificial Intelligence in Healthcare and Education #AI in Service Interactions #Ethics and Social Impacts of AI
- 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
- 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
- Aya Model: An Instruction Finetuned Open-Access Multilingual Language Model
2024/02/12 by Ahmet Üstün, Viraat Aryabumi, Üstün, Ahmet +31 · 41 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
- 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 · 18 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
- Aya Expanse: Combining Research Breakthroughs for a New Multilingual Frontier
2024/12/05 by John Dang, Shivalika Singh, Dang, John +90 · 2 voices · 25 citations
Arts and Humanities · Computer Science · #Second Language Learning and Teaching #cs.CL
- 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
- Aya Dataset: An Open-Access Collection for Multilingual Instruction Tuning
2024/02/09 by Shivalika Singh, Freddie Vargus, Singh, Shivalika +63 · 13 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques
- 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
- How Does Quantization Affect Multilingual LLMs?
2024/07/03 by Kelly Marchisio, Saurabh Dash, Marchisio, Kelly +11 · 9 citations
Computer Science · #Natural Language Processing Techniques #Text Readability and Simplification
- BAM! Just Like That: Simple and Efficient Parameter Upcycling for Mixture of Experts
2024/08/15 by Qizhen Zhang, Nikolas Gritsch, Zhang, Qizhen +19 · 3 citations
Computer Science · Business, Management and Accounting · #Time Series Analysis and Forecasting #Customer churn and segmentation #Data Stream Mining Techniques
- 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
- 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
- If You Can't Use Them, Recycle Them: Optimizing Merging at Scale Mitigates Performance Tradeoffs
2024/12/05 by Muhammad Khalifa, Khalifa, Muhammad, Tan, Yi-Chern +14 · 1 citation
Business, Management and Accounting · #Innovation and Knowledge Management
- A Post-trainer's Guide to Multilingual Training Data: Uncovering Cross-lingual Transfer Dynamics
2025/04/23 by Luísa Shimabucoro, Shimabucoro, Luisa, Ahmet Üstün +5 · 2 citations
Arts and Humanities · Health Professions · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #EFL/ESL Teaching and Learning #FOS: Computer and information sciences #Interpreting and Communication in Healthcare #Second Language Learning and Teaching