Mirzadeh, Iman

1. GSM-Symbolic: Understanding the Limitations of Mathematical Reasoning in Large Language Models
   2024/10/07 by Iman Mirzadeh, Mirzadeh, Iman, Keivan Alizadeh +9 · 69 voices · 142 citations
   Computer Science · #Natural Language Processing Techniques
2. LLM in a flash: Efficient Large Language Model Inference with Limited Memory
   2023/12/12 by Keivan Alizadeh, Iman Mirzadeh, Alizadeh, Keivan +14 · 13 voices · 29 citations
   Computer Science · #Advanced Neural Network Applications #Natural Language Processing Techniques #Topic Modeling #cs.AI #cs.CL #cs.LG
3. OpenELM: An Efficient Language Model Family with Open Training and Inference Framework
   2024/04/22 by Sachin Mehta, Mehta, Sachin, Mohammad Hossein Sekhavat +19 · 5 voices · 9 citations
   #cs.CL #cs.AI #cs.LG
4. The Illusion of Thinking: Understanding the Strengths and Limitations of Reasoning Models via the Lens of Problem Complexity
   2025/06/07 by Parshin Shojaee, Iman Mirzadeh, Shojaee, Parshin +9 · 14 voices · 124 citations
   #cs.AI #cs.CL #cs.LG
5. ReLU Strikes Back: Exploiting Activation Sparsity in Large Language Models
   2023/10/06 by Iman Mirzadeh, Keivan Alizadeh, Mirzadeh, Iman +13 · 10 citations
   Computer Science · #Topic Modeling #Natural Language Processing Techniques #Machine Learning and Data Classification
6. Scaling Smart: Accelerating Large Language Model Pre-training with Small Model Initialization
   2024/09/19 by Mohammad Samragh, Samragh, Mohammad, Iman Mirzadeh +13 · 6 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Speech Recognition and Synthesis #Topic Modeling
7. TiC-LM: A Web-Scale Benchmark for Time-Continual LLM Pretraining
   2025/04/02 by Jeffrey Li, Mohammadreza Armandpour, Li, Jeffrey +19 · 2 citations
   Engineering · #Metallurgy and Material Forming #Advanced Surface Polishing Techniques
8. Duo-LLM: A Framework for Studying Adaptive Computation in Large Language Models
   2024/10/01 by Keivan Alizadeh, Iman Mirzadeh, Alizadeh, Keivan +15 · 1 citation
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling