Soumye Singhal
- 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
- Adversarial Training of Reward Models
2025/04/08 by Alexander Bukharin, Bukharin, Alexander, Haifeng Qian +15 · 4 citations
Computer Science · #Adversarial Robustness in Machine Learning #Topic Modeling #Hate Speech and Cyberbullying Detection
- Countering Language Drift with Seeded Iterated Learning
2020/03/28 by Yuchen Lu, Lu, Yuchen, Soumye Singhal +7 · 1 citation
Computer Science · #Topic Modeling #Speech and dialogue systems #Natural Language Processing Techniques
- Supervised Seeded Iterated Learning for Interactive Language Learning
2020/10/06 by Yuchen Lu, Soumye Singhal, Lu, Yuchen +7 · 1 citation
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Speech and dialogue systems #Topic Modeling
- Multi-label Iterated Learning for Image Classification with Label Ambiguity
2021/11/23 by Sai Rajeswar, Rajeswar, Sai, Pau Rodríguez +7 · 1 citation
Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Human Pose and Action Recognition #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
- 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
- Reward-aware Preference Optimization: A Unified Mathematical Framework for Model Alignment
2025/01/31 by Shengyang Sun, Yian Zhang, Sun, Shengyang +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