Jia, Fei
- RULER: What's the Real Context Size of Your Long-Context Language Models?
2024/04/09 by Cheng-Ping Hsieh, Hsieh, Cheng-Ping, Simeng Sun +11 · 207 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Speech and dialogue systems
- Llama-Nemotron: Efficient Reasoning Models
2025/05/02 by Akhiad Bercovich, Bercovich, Akhiad, Itay Levy +224 · 1 voice · 31 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
- OpenMathInstruct-1: A 1.8 Million Math Instruction Tuning Dataset
2024/02/15 by Shubham Toshniwal, Ivan Moshkov, Toshniwal, Shubham +9 · 29 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Intelligent Tutoring Systems and Adaptive Learning #Machine Learning (cs.LG) #Mathematics, Computing, and Information Processing
- Efficient Sequence Transduction by Jointly Predicting Tokens and Durations
2023/04/13 by Xu H, Xu, Hainan, Fei Jia +9 · 15 citations
Computer Science · #Speech Recognition and Synthesis #Natural Language Processing Techniques #Speech and dialogue systems
- Nemotron-H: A Family of Accurate and Efficient Hybrid Mamba-Transformer Models
2025/04/04 by NVIDIA, :, Blakeman, Aaron +198 · 29 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- MarbleNet: Deep 1D Time-Channel Separable Convolutional Neural Network for Voice Activity Detection
2020/10/26 by Fei Jia, Jia, Fei, Somshubra Majumdar +3 · 3 citations
Computer Science · #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Music and Audio Processing #Sound (cs.SD) #Speech Recognition and Synthesis #Speech and Audio Processing #electronic engineering #information engineering
- Star Attention: Efficient LLM Inference over Long Sequences
2024/11/26 by Shantanu Acharya, Fei Jia, Acharya, Shantanu +3 · 4 citations
Engineering · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Reservoir Engineering and Simulation Methods
- SWAN-GPT: An Efficient and Scalable Approach for Long-Context Language Modeling
2025/04/11 by Krishna C. Puvvada, Faisal Ladhak, Puvvada, Krishna C. +19 · 6 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques
- 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
- A Compact End-to-End Model with Local and Global Context for Spoken Language Identification
2022/10/27 by Fei Jia, Nithin Rao Koluguri, Jia, Fei +5 · 1 citation
Computer Science · #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Music and Audio Processing #Sound (cs.SD) #Speech Recognition and Synthesis #Speech and Audio Processing #electronic engineering #information engineering
- Accidental Learners: Spoken Language Identification in Multilingual Self-Supervised Models
2022/11/09 by Travis Bartley, Bartley, Travis M., Fei Jia +7 · 1 citation
Computer Science · #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Music and Audio Processing #Natural Language Processing Techniques #Sound (cs.SD) #Speech Recognition and Synthesis #electronic engineering #information engineering
- Romanization Encoding For Multilingual ASR
2024/07/05 by Ding Wen, Fei Jia, Ding, Wen +9 · 1 citation
Computer Science · #Speech Recognition and Synthesis
- Automatically Planning Optimal Parallel Strategy for Large Language Models
2024/12/31 by Li, Zongbiao, Li, Xiezhao, Cui, Yinghao +11 · 1 citation
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences