Manish Shetty

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Publications (13)

• Building AI Agents for Autonomous Clouds: Challenges and Design Principles
  arXiv preprint arXiv:2407.12165 2024
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• R2E: Turning any Github Repository into a Programming Agent Environment
  Forty-first International Conference on Machine Learning 2024
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• Crash localization using crash frame sequence labelling
  2023
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• Performing quality-based action (s) regarding engineer-generated documentation associated with code and/or application programming interface
  2023
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• CodeScholar: Growing Idiomatic Code Examples
  arXiv preprint arXiv:2312.15157 2023
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• DSPy Assertions: Computational Constraints for Self-Refining Language Model Pipelines
  arXiv preprint arXiv:2312.13382 2023
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• Automated troubleshooter
  2022
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• Automatic recognition of entities related to cloud incidents
  2022
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• Autotsg: learning and synthesis for incident troubleshooting
  Proceedings of the 30th ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering 2022
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• DeepAnalyze: Learning to Localize Crashes at Scale
  2022 IEEE/ACM 44th International Conference on Software Engineering (ICSE) 2022
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