Kadosh, Tal

1. MonoCoder: Domain-Specific Code Language Model for HPC Codes and Tasks
   2023/12/20 by Tal Kadosh, Niranjan Hasabnis, Kadosh, Tal +23 · 7 citations
   Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Programming Languages (cs.PL) #Software Engineering (cs.SE) #Software Engineering Research #Topic Modeling
2. Scope is all you need: Transforming LLMs for HPC Code
   2023/08/18 by Tal Kadosh, Niranjan Hasabnis, Kadosh, Tal +21 · 4 citations
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Programming Languages (cs.PL) #Software Engineering Research #Topic Modeling
3. MPIrigen: MPI Code Generation through Domain-Specific Language Models
   2024/02/14 by Nadav Schneider, Niranjan Hasabnis, Schneider, Nadav +21 · 4 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Model-Driven Software Engineering Techniques #Parallel #Software Engineering (cs.SE) #and Cluster Computing (cs.DC)
4. Advising OpenMP Parallelization via a Graph-Based Approach with Transformers
   2023/05/16 by Tal Kadosh, Nadav Schneider, Kadosh, Tal +9 · 2 citations
   Computer Science · #Software Engineering Research #Software System Performance and Reliability #Topic Modeling
5. Quantifying OpenMP: Statistical Insights into Usage and Adoption
   2023/08/15 by Tal Kadosh, Kadosh, Tal, Niranjan Hasabnis +7 · 2 citations
   Computer Science · #Advanced Data Storage Technologies #Cloud Computing and Resource Management #Databases (cs.DB) #Distributed #Distributed and Parallel Computing Systems #FOS: Computer and information sciences #Parallel #and Cluster Computing (cs.DC)
6. OMPar: Automatic Parallelization with AI-Driven Source-to-Source Compilation
   2024/09/23 by Tal Kadosh, Kadosh, Tal, Niranjan Hasabnis +13 · 2 citations
   Computer Science · #Computation and Language (cs.CL) #Distributed and Parallel Computing Systems #FOS: Computer and information sciences
7. MPI-rical: Data-Driven MPI Distributed Parallelism Assistance with Transformers
   2023/05/16 by Nadav Schneider, Tal Kadosh, Schneider, Nadav +9 · 1 citation
   Computer Science · #Advanced Data Storage Technologies #Computation and Language (cs.CL) #Distributed #Distributed and Parallel Computing Systems #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #Parallel Computing and Optimization Techniques #and Cluster Computing (cs.DC)