2 code implementations • 2 Oct 2023 • Nikitha Rao, Kush Jain, Uri Alon, Claire Le Goues, Vincent J. Hellendoorn
We also drastically increase the maximum sequence length of inputs to 8, 192 tokens, 4x more than typical code generation models, to ensure that the code context is available to the model when generating test code.
no code implementations • 31 May 2023 • Nikitha Rao, Jason Tsay, Kiran Kate, Vincent J. Hellendoorn, Martin Hirzel
We task 20 developers with varying levels of AI expertise with implementing four ML pipelines using LowCoder, replacing the LowCoder_NL component with a simple keyword search in half the tasks.
no code implementations • 15 Jan 2021 • Manish Shetty, Chetan Bansal, Sumit Kumar, Nikitha Rao, Nachiappan Nagappan
We have deployed SoftNER at Microsoft, a major cloud service provider and have evaluated it on more than 2 months of cloud incidents.
1 code implementation • 24 Nov 2020 • Nikitha Rao, Chetan Bansal, Joe Guan
We evaluate the approach against several baselines on a real-world dataset comprised of over 1 million queries mined from Bing web search engine and show that the CNN based model can achieve an accuracy of 77% and 76% for C# and Java respectively.
no code implementations • 10 Jul 2020 • Manish Shetty, Chetan Bansal, Sumit Kumar, Nikitha Rao, Nachiappan Nagappan, Thomas Zimmermann
Prior work on incident management has been heavily focused on the challenges with incident triaging and de-duplication.
no code implementations • 18 May 2020 • Nikitha Rao, Chetan Bansal, Subhabrata Mukherjee, Chandra Maddila
Web search engines are frequently used to access information about products.
no code implementations • 1 May 2020 • Chetan Bansal, Pantazis Deligiannis, Chandra Maddila, Nikitha Rao
Cyber attacks are increasingly becoming prevalent and causing significant damage to individuals, businesses and even countries.
no code implementations • 19 Dec 2019 • Nikitha Rao, Chetan Bansal, Thomas Zimmermann, Ahmed Hassan Awadallah, Nachiappan Nagappan
Subsequently, we propose a taxonomy of intents to identify the various contexts in which web search is used in software engineering.