Ahmadian, Arash

1. Intriguing Properties of Quantization at Scale
   2023/05/30 by Arash Ahmadian, Saurabh Dash, Ahmadian, Arash +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
2. 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 · 17 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
3. Aya Expanse: Combining Research Breakthroughs for a New Multilingual Frontier
   2024/12/05 by John Dang, Dang, John, Shivalika Singh +90 · 2 voices · 24 citations
   Arts and Humanities · Computer Science · #Second Language Learning and Teaching #cs.CL
4. 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)
5. The Multilingual Alignment Prism: Aligning Global and Local Preferences to Reduce Harm
   2024/06/26 by Aakanksha, Ahmadian, Arash, Ermis, Beyza +4 · 7 citations
   #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
6. Command A: An Enterprise-Ready Large Language Model
   2025/04/01 by Team Cohere, Cohere, Team, : +316 · 12 citations
   Business, Management and Accounting · Computer Science · #Business Process Modeling and Analysis #Software System Performance and Reliability #Advanced Software Engineering Methodologies
7. 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)
8. Contrastive Policy Gradient: Aligning LLMs on sequence-level scores in a supervised-friendly fashion
   2024/06/27 by Yannis Flet-Berliac, Flet-Berliac, Yannis, Nathan Grinsztajn +18 · 5 citations
   Decision Sciences · #Educational Assessment and Improvement
9. Self-Improving Robust Preference Optimization
   2024/06/03 by Eugene Choi, Arash Ahmadian, Choi, Eugene +7 · 4 citations
   Decision Sciences · #Multi-Criteria Decision Making
10. Mix Data or Merge Models? Optimizing for Diverse Multi-Task Learning
    2024/10/14 by Arash Ahmadian, Aakanksha, Seraphina Goldfarb-Tarrant +8 · 2 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Algorithms
11. Programming by Backprop: LLMs Acquire Reusable Algorithmic Abstractions During Code Training
    2025/06/23 by Cook, Jonathan, Sapora, Silvia, Ahmadian, Arash +4 · 2 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
12. 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