@ProseMsft
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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
- Tweets63
- Following18
- Followers716
- Likes37
Microsoft PROSE Team retweeted
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!
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…
Microsoft PROSE Team retweeted
Flying to Miami tomorrow for #EMNLP2024! Excited to present two papers:
1. RAR: Retrieval Augmented Retrieval for Code Generation.
2. One-to-many Testing for Code Generation from (just) Natural Language.
Let's chat if you are interested in AI for Code or Neuro-symbolic AI!🌴✈️
Microsoft PROSE Team retweeted
Excited to see Metareflection - our EMNLP'24
paper on improving language agents, featured in Research Focus!
New Research | FLASH: Workflow automation agent for diagnosing recurring incidents; METAREFLECTION: Learning instructions for language agents using past reflections; Boosting LLM training efficiency through faster communication between GPUs; and more: msft.it/6011WrHdd
⚡️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…
Microsoft PROSE Team retweeted
It was an emotional, learning, and fun experience to put together and deliver this keynote at CAV: youtube.com/watch?v=PeeFc9Js…
Thanks to Aarti Gupta for the souvenir pictures that capture the title and concluding remarks, without revealing the plot. Watch the talk to see who wins😊
Microsoft PROSE Team retweeted
Inspiring talk by @SumitGulwani at CAV 2023 on what program synthesis can do the era of ever powerful LLMs, particularly for education
Microsoft PROSE Team retweeted
Data scientists spend 60-80% of their time in data pre-processing. Excited to present CoWrangler, a tool that suggests data cleaning steps for your data with human-readable code! Check out our demo at @SIGMODConf🎉
Paper: doi.org/10.1145/3555041.3589…
Poster: afariha.github.io/posters_an…
ALT This image shows CoWrangler's interface. A 911 emergency calls dataset is loaded into CoWrangler, and it suggests data wrangling operations such as "Split title using delimiter colon (:)," "Drop emergency (Reason: contains constant value 1)," "Fill missing values in zip using mode of data," etc. It then generates a data preview, and corresponding human-readable code in Python (pandas)!
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…
Microsoft PROSE Team retweeted
We kick off day two of #SEMLA2023 with an interesting presentation on "Leveraging LLMs as Analogical Reasoning Engines to enhance Programming-by-Example (PBE) experiences" by @SumitGulwani from @MSFTResearch !
At #SEMLA2023, @SumitGulwani, a computer scientist from @MSFTResearch who is leading @ProseMsft will talk about different aspects of synthesizing an intended program snippet from the user’s intent. #AIAssistedProgramming
#FlashFill++
Register here 👉 lnkd.in/d6-32fr
Microsoft PROSE Team retweeted
A product I worked on is released! Please try Data Wrangler for @code and let us know what you think. AI powered by @ProseMsft.
austinhenley.com/blog/datawr…
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
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…
Microsoft PROSE Team retweeted
Our team's work on Excel Formula Suggestions and Formula by Examples has been featured on the @verge! (I was not personally involved)
Talk about research with large-scale impact! @ProseMsft @Microsoft @SumitGulwani
theverge.com/2022/12/27/2352…
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!
Microsoft PROSE Team retweeted
Great @FSEconf keynote from @SumitGulwani on highly impactful research. Interesting fact: it took ~3 weeks to build the initial FlashFill research prototype, and ~2 years to make it part of Excel.
