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
- Followers713
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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!
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
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)!
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…
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…
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.
Microsoft PROSE Team retweeted
'Hey, GitHub!' is an experiment from the GitHub Next team that aims to reduce the need for a keyboard by enabling voice-based interaction with GitHub Copilot. Sign up now to join the waitlist: githubnext.com/projects/hey-…
Microsoft PROSE Team retweeted
New preprint from colleagues @GitHubNext and @ProseMsft: arxiv.org/abs/2210.05506
RQ: Do the attention weights from code generation models correspond to how humans view and browse code? In this paper, the authors performed an eye-tracking study with 25 developers.
Microsoft PROSE Team retweeted
I am thrilled to share that our work on "Neurosymbolic Repair for Low-Code Formula Languages" has been accepted at OOPSLA 2022 (@splashcon), a premier programming languages conference! This is my first work at @Microsoft with the super amazing PROSE team (@ProseMsft)!!!
Microsoft PROSE Team retweeted
Keynote #IJCAI2022⭐ Sumit Gulwani @SumitGulwani @msExcel @MSFTResearch @ProseMSFT opens the playground for combining symbolic-reasoning techniques, and machine-learning techniques, which can model human preferences in programming.
IJCAI-ECAI 2022 @ #Vienna
Microsoft PROSE Team retweeted
1/ I started a podcast! Selfishly, I want to hear the stories of the people that I work with: everyone has a story. Head on over to john-lam-podcast.simplecast.… for the other 4 episodes that I've recorded so far. A 🧵
Want to know more about my transition from academia to Microsoft? I was interviewed by @john_lam on his podcast:
john-lam-podcast.simplecast.…
Microsoft PROSE Team retweeted
Fun facts about Synchromesh @ #ICLR2022:
- Started with me wondering "I see OpenAI API exposes logit_bias, can we plug IntelliSense into that?"
- The key challenge of aligning BPE tokens with PL tokens called for elegant solutions: tries & regex derivatives. One day Chris said...
Language models like GPT-3 and Codex can generate code, but they can miss your intent and their code can have bugs. Can we improve that? Perhaps guarantee the absence of certain errors? Come checkout Synchromesh at #ICLR2022 tomorrow!
Microsoft PROSE Team retweeted
Sometimes it's the small things, like not having to open the docs to remember how to write a date format string…
See how VS Code and IntelliCode help ▶️ youtube.com/watch?v=0i0Yn5oG…
ALT Drake "Hotline bling" meme with Drake saying that 'Typing "MMM Do YY" as date format' is not cool, while 'Typing "Jan 27th 22" and letting IntelliCode do the rest' is cool
Microsoft PROSE Team retweeted
🌟We're hiring!🌟Looking for a Program Manager for the @ProseMsft team to help us design and accelerate shipping the state-of-the-art AI-driven Program Synthesis technology in Microsoft products, including @code, @VisualStudio, @msexcel, and more!
careers.microsoft.com/us/en/…
Microsoft PROSE Team retweeted
Ever found yourself repeating the same edits when changing code? We made find-and-replace more powerful so you don’t have to!
In #UIST2021, I’m presenting reCode, a lightweight user experience for transforming code in the IDE.
Preprint: wodenimoni.com/assets/uist-2…
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