Mehdi Rezagholizadeh
- DyLoRA: Parameter Efficient Tuning of Pre-trained Models using Dynamic Search-Free Low-Rank Adaptation
2022/10/14 by Mojtaba Valipour, Valipour, Mojtaba, Mehdi Rezagholizadeh +5 · 1 voice · 26 citations
Computer Science · #Domain Adaptation and Few-Shot Learning #Topic Modeling #Multimodal Machine Learning Applications
- Zebra-Llama: Towards Extremely Efficient Hybrid Models
2025/05/22 by Mingyu Yang, Yang, Mingyu, Mehdi Rezagholizadeh +7 · 15 voices · 4 citations
#cs.LG #cs.CL
- KronA: Parameter Efficient Tuning with Kronecker Adapter
2022/12/20 by Ali Edalati, Edalati, Ali, Marzieh S. Tahaei +9 · 11 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech Recognition and Synthesis #Topic Modeling
- Beyond the Limits: A Survey of Techniques to Extend the Context Length in Large Language Models
2024/02/03 by Xindi Wang, Wang, Xindi, Mahsa Salmani +9 · 12 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Topic Modeling
- CHIQ: Contextual History Enhancement for Improving Query Rewriting in Conversational Search
2024/06/07 by Fengran Mo, Abbas Ghaddar, Mo, Fengran +11 · 8 citations
Computer Science · #Advanced Text Analysis Techniques #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Speech and dialogue systems #Topic Modeling
- Making a MIRACL: Multilingual Information Retrieval Across a Continuum of Languages
2022/10/18 by Xinyu Zhang, Nandan Thakur, Zhang, Xinyu +14 · 4 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
- The Order Effect: Investigating Prompt Sensitivity to Input Order in LLMs
2025/02/06 by Tanya Roosta, Guan, Bryan, Roosta, Tanya +4 · 6 citations
Decision Sciences · Business, Management and Accounting · Computer Science · #Auction Theory and Applications #Private Equity and Venture Capital #Digital Rights Management and Security
- SortedNet: A Scalable and Generalized Framework for Training Modular Deep Neural Networks
2023/09/01 by Mojtaba Valipour, Valipour, Mojtaba, Mehdi Rezagholizadeh +10 · 2 citations
Computer Science · Neuroscience · #Brain Tumor Detection and Classification #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and ELM #Neural Networks and Applications
- RAIL-KD: RAndom Intermediate Layer Mapping for Knowledge Distillation
2021/09/21 by Md Akmal Haidar, Haidar, Md Akmal, Nithin Anchuri +9 · 1 citation
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
- Kronecker Decomposition for GPT Compression
2021/10/15 by Ali Edalati, Edalati, Ali, Marzieh S. Tahaei +9 · 1 citation
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning in Healthcare #Natural Language Processing Techniques #Topic Modeling
- Learning Functions on Multiple Sets using Multi-Set Transformers
2022/06/30 by Kira Selby, Ahmad Rashid, Selby, Kira +7 · 1 citation
Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Algorithms
- Context-Aware Assistant Selection for Improved Inference Acceleration with Large Language Models
2024/08/16 by Jerry Huang, Prasanna Parthasarathi, Huang, Jerry +5 · 2 citations
Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #Data Quality and Management #FOS: Computer and information sciences #Machine Learning (cs.LG) #Recommender Systems and Techniques #Topic Modeling
- Do Robot Snakes Dream like Electric Sheep? Investigating the Effects of Architectural Inductive Biases on Hallucination
2024/10/22 by Jerry Huang, Huang, Jerry, Prasanna Parthasarathi +7 · 2 citations
Neuroscience · Psychology · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Functional Brain Connectivity Studies #Machine Learning (cs.LG) #Mental Health Research Topics #Paranormal Experiences and Beliefs