Collin McMillan
- A Neural Model for Generating Natural Language Summaries of Program\n Subroutines
2019/02/05 by Alexander LeClair, Siyuan Jiang, LeClair, Alexander +3 · 10 citations
Computer Science · #FOS: Computer and information sciences #Software Engineering (cs.SE) #Software Engineering Research #Software Reliability and Analysis Research #Software Testing and Debugging Techniques
- Automatically Generating Commit Messages from Diffs using Neural Machine Translation
2017/08/30 by Siyuan Jiang, Ameer Armaly, Jiang, Siyuan +3 · 9 citations
Computer Science · #Advanced Software Engineering Methodologies #Computation and Language (cs.CL) #FOS: Computer and information sciences #Software Engineering (cs.SE) #Software Engineering Research #Software Reliability and Analysis Research
- Semantic Similarity Metrics for Evaluating Source Code Summarization
2022/04/04 by Sakib Haque, Haque, Sakib, Zachary Eberhart +5 · 4 citations
Computer Science · #FOS: Computer and information sciences #Natural Language Processing Techniques #Software Engineering (cs.SE) #Software Engineering Research #Topic Modeling
- Distilled GPT for Source Code Summarization
2023/08/28 by Chia‐Yi Su, Su, Chia-Yi, Collin McMillan +1 · 5 citations
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning and Data Classification #Software Engineering (cs.SE) #Software Engineering Research #Topic Modeling
- Project-Level Encoding for Neural Source Code Summarization of\n Subroutines
2021/03/22 by Aakash Bansal, Bansal, Aakash, Sakib Haque +3 · 3 citations
Computer Science · #Software Engineering Research #Topic Modeling #Software Reliability and Analysis Research
- Ensemble Models for Neural Source Code Summarization of Subroutines
2021/07/23 by Alexander LeClair, LeClair, Alexander, Aakash Bansal +3 · 1 citation
Computer Science · #FOS: Computer and information sciences #Software Engineering (cs.SE) #Software Engineering Research #Software System Performance and Reliability #Topic Modeling
- A Tale of Two Comprehensions? Analyzing Student Programmer Attention during Code Summarization
2024/08/26 by Zachary Karas, Aakash Bansal, Yifan Zhang +3 · 2 citations
- A Study on Developer Behaviors for Validating and Repairing LLM-Generated Code Using Eye Tracking and IDE Actions
2024/05/25 by Ningzhi Tang, Tang, Ningzhi, Meng Chen +11 · 1 citation
Health Professions · #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Innovation in Digital Healthcare Systems #Software Engineering (cs.SE)
- Revisiting File Context for Source Code Summarization
2023/09/05 by Aakash Bansal, Chia‐Yi Su, Bansal, Aakash +3 · 1 citation
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Natural Language Processing Techniques #Software Engineering (cs.SE) #Software Engineering Research #Topic Modeling
- Context-aware Code Summary Generation
2024/08/16 by Chia‐Yi Su, Aakash Bansal, Su, Chia-Yi +7 · 1 citation
Computer Science · #FOS: Computer and information sciences #Semantic Web and Ontologies #Software Engineering (cs.SE) #Speech and dialogue systems #Web Applications and Data Management
- Modeling Programmer Attention as Scanpath Prediction
2023/08/26 by Aakash Bansal, Chia‐Yi Su, Bansal, Aakash +11 · 1 citation
Computer Science · Neuroscience · #Gaze Tracking and Assistive Technology #EEG and Brain-Computer Interfaces
- Predicting Human Visual Attention on Words in Source Code
2026/07/16 by Chia-Yi Su, Collin McMillan
#cs.SE