DiffSpec: Differential Testing with LLMs using Natural Language Specifications and Code Artifacts
Nikitha Rao, Elizabeth Gilbert, Tahina Ramananandro, Nikhil Swamy, Claire Le Goues, Sarah Fakhoury Published at: Under Submission, 2024
[arXiv] [code]
PUBLICATIONS
You can also find my articles on my Google Scholar profile.
Prompts Are Programs Too! Understanding How Developers Build Software Containing Prompts
Jenny Liang, Melissa Lin, Nikitha Rao, Brad Myers Published at: Under Submission, 2024
[arXiv]CAT-LM: Training Language Models on Aligned Code And Tests
Nikitha Rao*, Kush Jain*, Uri Alon, Claire Le Goues, Vincent Hellendoorn Published at: Automated Software Engineering (ASE), 2023
[paper] [arXiv] [code] [data]AI for Low-Code for AI
Nikitha Rao, Jason Tsay, Kiran Kate, Vincent J. Hellendoorn, Martin Hirzel Published at: Intelligent User Interfaces (IUI), 2024
[paper] [arXiv] [code]Comments on Comments: Where Code Review and Documentation Meet
Nikitha Rao, Jason Tsay, Martin Hirzel, Vincent J. Hellendoorn Published at: Mining Software Repositories (MSR), 2022
[paper] [arXiv] [data]Search4Code: Code Search Intent Classification Using Weak Supervision
Nikitha Rao, Chetan Bansal, Joe Guan Published at: Mining Software Repositories (MSR), 2021
[paper] [arXiv] [data]Neural Knowledge Extraction From Cloud Service Incidents
Manish Shetty, Sumit Kumar, Chetan Bansal, Nikitha Rao, Nachi Nagappan, Tom Zimmermann Published at: 43rd International Conference on Software Engineering (ICSE SEIP), 2021
[paper] [arXiv]Analyzing Web Search Behavior for Software Engineering Tasks
Nikitha Rao, Chetan Bansal, Tom Zimmermann, Ahmed Hassan Awadallah, Nachi Nagappan Published at: IEEE International Conference on Big Data (IEEE BigData), 2020
[paper] [arXiv]Product Insights: Analyzing Product Intents in Web Search
Nikitha Rao, Chetan Bansal, Subhabrata Mukherjee, Chandra Maddila Published at: 29th ACM International Conference on Information and Knowledge Management (CIKM), 2020
[paper] [arXiv]Studying Ransomware Attacks Using Web Search Logs
Chetan Bansal*, Pantazis Deligiannis*, Chandra Maddila*, Nikitha Rao* Published at: 43rd International ACM SIGIR Conference on Research and Development in Information Retrieval, 2020
[paper] [arXiv]Analysis of Joints for Tracking Fitness and Monitoring Progress in Physiotherapy
Nikitha Rao, Piyush M Surana, Rahul Ragesh, Gowri Srinivasa Published at: IEEE International Conference on Signal and Image Processing Applications (ICSIPA), 2019
[paper]PREPRINTS
Handling Class Imbalance with POISE: pAUC Optimization in Supervised Experiments
Nikitha Rao, Sreangsu Acharyya Under Review, 2020
[paper]