Ghosh, Shaona
- 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
- AEGIS: Online Adaptive AI Content Safety Moderation with Ensemble of LLM Experts
2024/04/09 by Shaona Ghosh, Ghosh, Shaona, Prasoon Varshney +5 · 23 citations
Computer Science · #Adversarial Robustness in Machine Learning #Computation and Language (cs.CL) #Computers and Society (cs.CY) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Topic Modeling #Web Application Security Vulnerabilities
- Aegis2.0: A Diverse AI Safety Dataset and Risks Taxonomy for Alignment of LLM Guardrails
2025/01/15 by Ghosh, Shaona, Varshney, Prasoon, Sreedhar, Makesh Narsimhan +4 · 28 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- Nemotron-4 340B Technical Report
2024/06/17 by Nvidia, :, Adler, Bo +80 · 16 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Nemotron-H: A Family of Accurate and Efficient Hybrid Mamba-Transformer Models
2025/04/04 by NVIDIA, :, Blakeman, Aaron +198 · 25 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- 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
- Conversational Semantic Parsing for Dialog State Tracking
2020/10/24 by Cheng, Jianpeng, Agrawal, Devang, Alonso, Hector Martinez +12 · 2 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- AILuminate: Introducing v1.0 of the AI Risk and Reliability Benchmark from MLCommons
2025/02/19 by Shaona Ghosh, Ghosh, Shaona, Heather Frase +200 · 1 voice · 4 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computers and Society (cs.CY) #FOS: Computer and information sciences #cs.AI #cs.CY
- Towards Inference-time Category-wise Safety Steering for Large Language Models
2024/10/02 by Amrita Bhattacharjee, Bhattacharjee, Amrita, Shaona Ghosh +5 · 4 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
- SafeSteer: Interpretable Safety Steering with Refusal-Evasion in LLMs
2025/06/01 by Ghosh, Shaona, Bhattacharjee, Amrita, Ziser, Yftah +1 · 6 citations
#FOS: Computer and information sciences #Machine Learning (cs.LG)
- CantTalkAboutThis: Aligning Language Models to Stay on Topic in Dialogues
2024/04/04 by Makesh Narsimhan Sreedhar, Traian Rebedea, Sreedhar, Makesh Narsimhan +5 · 2 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Speech and dialogue systems
- NVIDIA Nemotron 3: Efficient and Open Intelligence
2025/12/24 by NVIDIA, :, Blakeman, Aaron +356 · 4 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- 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