Sumit Gulwani
- FLAME: A small language model for spreadsheet formulas
2023/01/31 by Harshit Joshi, Abishai Ebenezer, Joshi, Harshit +13 · 9 voices · 4 citations
Computer Science · Decision Sciences · #Spreadsheets and End-User Computing #Data Quality and Management #Information Retrieval and Search Behavior
- CodeFusion: A Pre-trained Diffusion Model for Code Generation
2023/10/26 by Mukul Singh, José Cambronero, Singh, Mukul +9 · 1 voice · 7 citations
Computer Science · #Software Engineering Research #Parallel Computing and Optimization Techniques #Machine Learning and Data Classification
- Overwatch: Learning Patterns in Code Edit Sequences
2022/07/25 by Yuhao Zhang, Yasharth Bajpai, Zhang, Yuhao +19 · 1 voice · 3 citations
Computer Science · #Software Engineering Research #Advanced Malware Detection Techniques #Software Testing and Debugging Techniques
- Automating Human Tutor-Style Programming Feedback: Leveraging GPT-4 Tutor Model for Hint Generation and GPT-3.5 Student Model for Hint Validation
2023/10/05 by Tung Phung, Victor-Alexandru Pădurean, Phung, Tung +13 · 10 citations
Computer Science · Engineering · #Topic Modeling #Machine Learning and Data Classification #Oil and Gas Production Techniques
- Program Synthesis
2017/07/11 by Sumit Gulwani, Oleksandr Polozov, Rishabh Singh · 1 voice · 1 citation
Computer Science · #Embedded Systems Design Techniques
- Program Synthesis using Natural Language
2015/09/01 by Aditya Desai, Desai, Aditya, Sumit Gulwani +13 · 2 citations
Computer Science · #FOS: Computer and information sciences #Natural Language Processing Techniques #Programming Languages (cs.PL) #Software Engineering Research #Topic Modeling
- Generating High-Precision Feedback for Programming Syntax Errors using Large Language Models
2023/01/24 by Tung Phung, Phung, Tung, José Cambronero +11 · 3 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Programming Languages (cs.PL) #Software Engineering Research #Software Engineering Techniques and Practices #Software Testing and Debugging Techniques
- MetaReflection: Learning Instructions for Language Agents using Past Reflections
2024/05/13 by Priyanshu Gupta, Shashank Kirtania, Gupta, Priyanshu +11 · 4 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multi-Agent Systems and Negotiation #Multimodal Machine Learning Applications #Speech and dialogue systems
- Neural-Guided Deductive Search for Real-Time Program Synthesis from Examples
2018/04/03 by Ashwin Kalyan, Kalyan, Ashwin, Abhishek Mohta +9 · 2 citations
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Parallel Computing and Optimization Techniques #Programming Languages (cs.PL) #Software Engineering Research
- Prutor: A System for Tutoring CS1 and Collecting Student Programs for\n Analysis
2016/08/12 by Rajdeep Das, Umair Z. Ahmed, Das, Rajdeep +5 · 1 citation
Computer Science · #Computers and Society (cs.CY) #Distributed and Parallel Computing Systems #FOS: Computer and information sciences #Intelligent Tutoring Systems and Adaptive Learning #Online Learning and Analytics #Programming Languages (cs.PL) #Software Engineering (cs.SE) #Teaching and Learning Programming
- Building Your Own Product Copilot: Challenges, Opportunities, and Needs
2023/12/21 by Chris Parnin, Gustavo Soares, Parnin, Chris +9 · 2 citations
Computer Science · #FOS: Computer and information sciences #Software Engineering (cs.SE) #cs.SE
- Tabular Representation, Noisy Operators, and Impacts on Table Structure Understanding Tasks in LLMs
2023/10/16 by Ananya Singha, José Cambronero, Singha, Ananya +7 · 2 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
- From Words to Code: Harnessing Data for Program Synthesis from Natural Language
2023/05/02 by Anirudh Khatry, Joyce Cahoon, Khatry, Anirudh +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
- Multi-modal Program Inference: a Marriage of Pre-trainedLanguage Models\n and Component-based Synthesis
2021/09/03 by Kia Rahmani, Mohammad Raza, Rahmani, Kia +13 · 1 citation
Computer Science · #Software Engineering Research #Software Testing and Debugging Techniques #Software Engineering Techniques and Practices
- Repairing Bugs in Python Assignments Using Large Language Models
2022/09/29 by Jialu Zhang, Zhang, Jialu, José Cambronero +11 · 1 citation
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Software Engineering (cs.SE) #Software Engineering Research #Software Testing and Debugging Techniques #Topic Modeling
- LLM-Guided Compositional Program Synthesis
2025/03/12 by Sumit Gulwani, Khan, Ruhma, Gulwani, Sumit +8 · 3 citations
Computer Science · #Distributed systems and fault tolerance #FOS: Computer and information sciences #Programming Languages (cs.PL) #Service-Oriented Architecture and Web Services #Software Engineering (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
- STACKFEED: Structured Textual Actor-Critic Knowledge Base Editing with FeedBack
2024/10/14 by Shashank Kirtania, Kirtania, Shashank, Naman Gupta +16 · 2 citations
Computer Science · #Semantic Web and Ontologies
- 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
- Plans Work in Mysterious Ways: Evaluating a Plan Mode for Spreadsheet Agents
2026/07/26 by Aayush Kumar, Avik Dutta, Sumit Gulwani +3
Computer Science · #cs.AI #cs.HC #cs.SE