Alizadeh, Keivan
- 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
- 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
- The Illusion of Thinking: Understanding the Strengths and Limitations of Reasoning Models via the Lens of Problem Complexity
2025/06/07 by Parshin Shojaee, Shojaee, Parshin, Iman Mirzadeh +9 · 14 voices · 124 citations
#cs.AI #cs.CL #cs.LG
- 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
- Recurrent Poisson Factorization for Temporal Recommendation
2017/03/04 by Seyed Abbas Hosseini, Keivan Alizadeh, Hosseini, Seyed Abbas +11 · 1 citation
Computer Science · Social Sciences · #Bayesian Methods and Mixture Models #FOS: Computer and information sciences #Human Mobility and Location-Based Analysis #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Recommender Systems and Techniques #Social and Information Networks (cs.SI)
- Duo-LLM: A Framework for Studying Adaptive Computation in Large Language Models
2024/10/01 by Keivan Alizadeh, Alizadeh, Keivan, Iman Mirzadeh +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