Soares, Gustavo
- Building Your Own Product Copilot: Challenges, Opportunities, and Needs
2023/12/21 by Chris Parnin, Parnin, Chris, Gustavo Soares +10 · 6 voices · 3 citations
Computer Science · Decision Sciences · #FOS: Computer and information sciences #Scientific Computing and Data Management #Software Engineering (cs.SE) #Software Engineering Research #Software Engineering Techniques and Practices #cs.SE
- Overwatch: Learning Patterns in Code Edit Sequences
2022/07/25 by Yuhao Zhang, Zhang, Yuhao, Yasharth Bajpai +19 · 1 voice · 4 citations
Computer Science · #Software Engineering Research #Advanced Malware Detection Techniques #Software Testing and Debugging Techniques
- Synchromesh: Reliable code generation from pre-trained language models
2022/01/26 by Gabriel Poesia, Poesia, Gabriel, Oleksandr Polozov +11 · 16 citations
Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Programming Languages (cs.PL) #Software Engineering Research #Topic Modeling
- Generative AI for Programming Education: Benchmarking ChatGPT, GPT-4, and Human Tutors
2023/06/29 by Phung, Tung, Pădurean, Victor-Alexandru, Cambronero, José +5 · 14 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computers and Society (cs.CY) #FOS: Computer and information sciences
- 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, Phung, Tung, Victor-Alexandru Pădurean +13 · 12 citations
Computer Science · Engineering · #Topic Modeling #Machine Learning and Data Classification #Oil and Gas Production Techniques
- Learning Quick Fixes from Code Repositories
2018/03/10 by Gustavo Soares, Rolim, Reudismam, Soares, Gustavo +6 · 6 citations
Computer Science · #Software Engineering Research #Software System Performance and Reliability #Software Testing and Debugging Techniques
- GrACE: Generation using Associated Code Edits
2023/05/23 by Gupta, Priyanshu, Khare, Avishree, Bajpai, Yasharth +6 · 7 citations
#FOS: Computer and information sciences #Machine Learning (cs.LG) #Software Engineering (cs.SE)
- Why AI Agents Still Need You: Findings from Developer-Agent Collaborations in the Wild
2025/06/14 by Aayush Kumar, Kumar, Aayush, Yasharth Bajpai +7 · 2 voices · 3 citations
Computer Science · #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Software Engineering (cs.SE) #cs.HC #cs.SE
- Generating High-Precision Feedback for Programming Syntax Errors using Large Language Models
2023/01/24 by Tung Phung, Phung, Tung, José Cambronero +11 · 4 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
- Learning Syntactic Program Transformations from Examples
2016/08/31 by Rolim, Reudismam, Soares, Gustavo, D'Antoni, Loris +5 · 2 citations
#FOS: Computer and information sciences #Machine Learning (cs.LG) #Programming Languages (cs.PL) #Software Engineering (cs.SE)
- MetaReflection: Learning Instructions for Language Agents using Past Reflections
2024/05/13 by Priyanshu Gupta, Shashank Kirtania, Gupta, Priyanshu +11 · 5 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
- TraceDiff: Debugging Unexpected Code Behavior Using Trace Divergences
2017/08/12 by Ryo Suzuki, Suzuki, Ryo, Gustavo Soares +13 · 1 citation
Computer Science · #Teaching and Learning Programming #Software Testing and Debugging Techniques #Software Engineering Research
- Code Generation with Small Language Models: A Codeforces-Based Study
2025/04/09 by Souza, Débora, Gheyi, Rohit, Albuquerque, Lucas +2 · 5 citations
#FOS: Computer and information sciences #Software Engineering (cs.SE)
- Multi-modal Program Inference: a Marriage of Pre-trainedLanguage Models\n and Component-based Synthesis
2021/09/03 by Kia Rahmani, Rahmani, Kia, Mohammad Raza +13 · 1 citation
Computer Science · #Software Engineering Research #Software Testing and Debugging Techniques #Software Engineering Techniques and Practices
- Exploring Interaction Patterns for Debugging: Enhancing Conversational Capabilities of AI-assistants
2024/02/09 by Bhavya Chopra, Chopra, Bhavya, Yasharth Bajpai +11 · 2 citations
Computer Science · Social Sciences · #AI in Service Interactions #Artificial Intelligence (cs.AI) #Ethics and Social Impacts of AI #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Software Engineering (cs.SE)
- Repairing Bugs in Python Assignments Using Large Language Models
2022/09/29 by Jialu Zhang, José Cambronero, Zhang, Jialu +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
- 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