Singh, Mukul
- CodeFusion: A Pre-trained Diffusion Model for Code Generation
2023/10/26 by Mukul Singh, José Cambronero, Singh, Mukul +9 · 1 voice · 8 citations
Computer Science · #Software Engineering Research #Parallel Computing and Optimization Techniques #Machine Learning and Data Classification
- Assessing GPT4-V on Structured Reasoning Tasks
2023/12/13 by Singh, Mukul, Cambronero, José, Gulwani, Sumit +2 · 4 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- InstructExcel: A Benchmark for Natural Language Instruction in Excel
2023/10/23 by Payan, Justin, Mishra, Swaroop, Singh, Mukul +7 · 3 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
- From Words to Code: Harnessing Data for Program Synthesis from Natural Language
2023/05/02 by Anirudh Khatry, Khatry, Anirudh, Joyce Cahoon +21 · 2 citations
Computer Science · #Artificial Intelligence (cs.AI) #Databases (cs.DB) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Software Engineering Research #Software System Performance and Reliability #Software Testing and Debugging Techniques
- Do Code Models Suffer from the Dunning-Kruger Effect?
2025/10/06 by Mukul Singh, Singh, Mukul, Somya Chatterjee +5 · 1 voice
Computer Science · Psychology · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Phonetics and Phonology Research #Software Engineering (cs.SE) #Speech and dialogue systems #cs.AI #cs.CL #cs.SE
- DataVinci: Learning Syntactic and Semantic String Repairs
2023/08/21 by Mukul Singh, Singh, Mukul, José Cambronero +9 · 3 citations
Decision Sciences · Computer Science · #Data Quality and Management #Cloud Data Security Solutions
- FormaT5: Abstention and Examples for Conditional Table Formatting with Natural Language
2023/10/26 by Mukul Singh, Singh, Mukul, José Cambronero +13 · 3 citations
Computer Science · Mathematics · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Data Visualization and Analytics #Databases (cs.DB) #FOS: Computer and information sciences #Programming Languages (cs.PL) #Statistics Education and Methodologies #Time Series Analysis and Forecasting
- Semantically Aligned Question and Code Generation for Automated Insight Generation
2024/03/21 by Ananya Singha, Singha, Ananya, Bhavya Chopra +15 · 3 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Educational Technology and Assessment #FOS: Computer and information sciences #Natural Language Processing Techniques #Software Engineering (cs.SE) #Speech and dialogue systems