Official account for the ⚡ PROSE research/engineering team at @Microsoft. PROSE ships in Excel (Flash Fill), Visual Studio (IntelliCode), and more. 🚀
Redmond, WA, USA
Joined August 2020
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Checkout our team's latest research at @emnlpmeeting #EMNLP2024. If you are interested in what we do, we have various opportunities at different career stages. Find more at:
microsoft.com/en-us/research…
I am attending EMNLP🌴in-person at Miami, to present MetaReflection. Please drop by at the Riverfront Hall at the 11AM Poster session on Nov 13th (today!) to know more about it or chat about Language agents and Neuro-symbolic AI at large!
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⚡️The PROSE team is hiring a Senior Researcher in Bangalore, India⚡
This is an amazing opportunity to do research that will impact millions of people using Excel, Visual Studio, Power Query, and more!
jobs.careers.microsoft.com/g…
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The PROSE team is hiring Research Fellows in India to work on program synthesis⚡This is a 1-year appointment to do applied research that will impact millions of people using Excel, Visual Studio, Power Query, and more!
microsoft.com/en-us/research…
One of our amazing fellows, @AnirudhKhatry, wrote about his experiences that led him to join the team: anirudhkhatry.com/posts/maki…
You can now use Flash Fill ⚡ in VS Code with Data Wrangler... let us know your thoughts!
📢 We’re excited to announce the Data Wrangler extension for VS Code Insiders. Our new, code-centric, AI-powered data cleaning/prep tool has officially previewed today! 🎉
Search "Data Wrangler" in the extension Marketplace to try it out!
Learn more at aka.ms/dwrelease
We introduce FLAME, a model with only 60 million parameters for Excel formula assistance. It outperforms much larger models with billions of parameters, such as Codex-Davinci and Codex-Cushman, in several tasks for formula repair, completion, and syntax.
FLAME: A small language model for spreadsheet formulas
abs: arxiv.org/abs/2301.13779
FLAME(60M) can outperform much larger models, such as Codex-Davinci (175B), Codex-Cushman (12B), and CodeT5 (220M), in 6 out of 10 settings
Fantastic team behind this work: @duskybomb @AbishaiEbenezer @josepablocam @SumitGulwani
@adityakanade0 @pidgeyusedgust @ivan_radiek and Vu Le
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There are many opportunities for AI to better support teachers and students. We aim for our research to radically improve these challenges that instructors are facing!
We ran a study to understand the pain points of CS instructors that was accepted to SIGCSE’23. Check out this summary of our findings! Collab with @smirhosseini @chrisparnin
austinhenley.com/blog/teachi…
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Congratulations to our research fellow @BhavyaChopra1 for graduating with honors! 🎉
I feel grateful to have graduated from @IIITDelhi with a bachelor's degree in Computer Science and Design with Honors!🎓
#IIITDConvocation #IIITDClassof2022
ALT Receiving the degree
ALT A water bottle that says "Graduating with honors from IIITD", the degree, and a diary!
The PROSE team is so proud of @SumitGulwani for kicking off @FSEconf 2022 with a riveting keynote on AI-Assisted Programming!
One of our fabulous interns making product impact! Go try out Visual Studio 17.4 now!
@priyanvaithi thank you for all the work and research you did to make this happen! We have now inline diffviews in @visualstudio 17.4 IntelliCode that assist users in editing their code.
Overcoming the usability problems of regular expressions will have a huge impact on developers! ReCode moves us closer.
This is my favorite quote from a paper in a while. :) Thanks ReCode authors @wodenimoni @joshsunshine Vu Le @SumitGulwani and @barik!
(Full paper here: cs.cmu.edu/~jssunshi/assets/…)
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We continue to investigate how AI can better support CS educators. One piece is this study on instructor pain points. More to come soon!
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The PROSE team is excited to announce an important milestone in our Research Fellowship program: Four of our first cohort of research fellows, Priyanshu Gupta, Yasharth Bajpai, Chethan Mahadevaswamy, and Mukul Singh, have accepted full-time positions with the team.
To learn more about our Research Fellowship program: microsoft.com/en-us/research…
We'd like to proudly congratulate our own @imYbajpai who won the Best Software Award for his work on Overwatch with the PROSE team. This is awarded at the convocation for the bachelor's thesis among the graduating students!
It's officially the culmination of the most enthralling and humbling phase of my life, yet.
Graduated with distinction from @IITKanpur with majors in EE & CSE and a minor in Linguistic Theory. Was awarded the Best Software Award at Convocation '22 for work done with @ProseMsft.
In our SIGMOD 2021 paper, we introduced "conformance constraints", a new way of validating data being fed into an ML model. We now thank SIGMOD 2022 organizers for awarding the paper with the Comprehensive Reproducibility Award at recently held SIGMOD 2022 in Philadelphia. [1/2]
ALT First page of our SIGMOD'21 paper.
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Our research has been recognized for its reproducibility! 🏆 We're thankful for the SIGMOD community's support and constructive feedback. Great job team!
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Another of our magical program synthesis features has been released! Try it out and let us know what you think! 🎉
We shipped finishing refactorings based you your intent in Visual Studio. Watch the video or read the blogpost: Just-in-time refactoring made even easier with IntelliCode auto suggested code for C#
devblogs.microsoft.com/visua…
@VisualStudio #Intellicode #CSharp #Prose #VS2022
Our fantastic intern @priyanvaithi presenting his poster at #CHI2022! We are fortunate to have him returning again this summer to work on program synthesis experiences in @VisualStudio.
⚡️Take a look at our new paper! A new approach to extracting data items or field values from semi-structured documents. ⚡️
Want to know how extracting data from semi-structured documents is like navigating Bangalore? Check out our PLDI'22 paper - Landmarks and Regions: A Robust Approach to Data Extraction (arxiv.org/abs/2204.05021) [1/5]
🚨 We are hiring! 🚨 Excited to work on AI for Programming? We are looking for engineers and researchers in HCI, SE, CSEd, ML, and PL to advance the state of the art. Impact millions of Microsoft users! More details:
microsoft.com/en-us/research…