Gerald Shen

1. Llama-Nemotron: Efficient Reasoning Models
   2025/05/02 by Akhiad Bercovich, Bercovich, Akhiad, Itay Levy +224 · 1 voice · 29 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Topic Modeling
2. HelpSteer2: Open-source dataset for training top-performing reward models
   2024/06/12 by Zhilin Wang, Yi Dong, Wang, Zhilin +15 · 37 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Healthcare
3. NeMo-Aligner: Scalable Toolkit for Efficient Model Alignment
   2024/05/02 by Gerald Shen, Shen, Gerald, Zhilin Wang +23 · 12 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computational Physics and Python Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Time Series Analysis and Forecasting
4. NVIDIA Nemotron Nano 2: An Accurate and Efficient Hybrid Mamba-Transformer Reasoning Model
   2025/08/20 by NVIDIA, Aarti Basant, : +305 · 23 citations
   Computer Science · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Big Data and Digital Economy #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel Computing and Optimization Techniques
5. Scaling Up RL: Unlocking Diverse Reasoning in LLMs via Prolonged Training
   2025/07/16 by Mingjie Liu, Liu, Mingjie, Shizhe Diao +40 · 12 citations
   Social Sciences · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Law #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
6. Nemotron 3 Nano: Open, Efficient Mixture-of-Experts Hybrid Mamba-Transformer Model for Agentic Reasoning
   2025/12/23 by NVIDIA, Aaron Blakeman, : +623 · 1 voice · 2 citations
   #cs.CL #cs.AI #cs.LG
7. Reward-aware Preference Optimization: A Unified Mathematical Framework for Model Alignment
   2025/01/31 by Shengyang Sun, Sun, Shengyang, Yian Zhang +27 · 1 voice · 2 citations
   Computer Science · #Advanced Database Systems and Queries #Computation and Language (cs.CL) #Data Management and Algorithms #FOS: Computer and information sciences #Machine Learning (cs.LG) #Semantic Web and Ontologies #cs.CL #cs.LG
8. Elucidating Optimal Reward-Diversity Tradeoffs in Text-to-Image Diffusion Models
   2024/09/09 by Rohit Jena, Jena, Rohit, Ali Taghibakhshi +9 · 1 citation
   Social Sciences · #Media Influence and Politics