Happy to share that our research paper, "An Empirical Study of Large Language Models for Type and Call Graph Analysis in Python and JavaScript" has been accepted for publication in Empirical Software Engineering (EMSE) journal. #LLM #ML4Code #EMSE #AI

Excited to be in Vienna for @icmlconf to present “Class-Level Code Generation from Natural Language Using Iterative, Tool-Enhanced Reasoning over Repository” (github.com/microsoft/repo…) at @DMLRWorkshop 4PM today. Excited to connect with #ML4Code & LLM Agent enthusiasts! #icml

I'm wondering how much better is @openai's newest model, GPT-4o, in coding tasks like HumanEval(+) compared to GPT-4 released last year. I'd like to see some improvement after a year.🙂 #GPT4o #AI #ML4Code

Interesting time to work in #ML4Code. Were I to guess, close to $10^9 in funding for AI coding startups. IDK if they realize how tough the devtools market really is / hope they have a moat. @Replit @Sourcegraph @tabnine @phindsearch @morph_labs @anysphere @magicailabs @codeiumdev

What happens when Moderne’s fast, 100% accurate code refactoring automation meets #generativeAI? 🚀 Check out this blog from our CTO to learn what it takes to auto-remediate code at scale—and how #ML4Code 🤖can make this even better. hubs.ly/Q01Z35G90

Repository miners, roll up your sleeves! The web site and Technical Track CfP for #MSR2024 are up! Abstract submission on Nov 14th. We're looking forward to many exciting submissions. For details check conf.researchr.org/home/msr-2024 #ML4Code #ML4SE #AI4SE #DataScience, #MachineLearning

You can go to ml4se.dev to access our GitHub repo containing papers, theses, datasets, and tools related to the application of Machine Learning for Software Engineering. #ml4se #ml4code #ai4se #SE #papers #code

@DanielNichols10's work in collaboration with Aniruddha Marathe and @tgamblin explores the use of deep learning to model the performance impact of code changes across git commits as a function of AST diffs. #HPC #DeepLearning #ML4code

Yesterday I defended my PhD thesis on neural networks for source code processing at @CS_HSE! Huge thanks to my advisor, Dmitry Vetrov, for his valuable guidance, to the committee for insightful questions and to @bayesgroup for friendly support during these 4 years! #PhD #ML4Code

For further research investigating how program structure can push #ML4Code forward, hopeful that python_graphs continues to prove useful!

Hi @Stanford students - I'll be teaching CS329M, a new grad/adv undergrad course on machine programming, starting in Sept. 2022. Please register if you have interest in #AI/#ML for code (#ml4code)! More details here: sites.google.com/view/gottschli… Please RT!

The talk is gonna be exciting! I'm even more excited about our follow-up discussions tomorrow! 👩🏻‍💻 Let's connect if you too have a similar interest in #ml4code ✨

Happy to see that Type4Py will be presented and discussed at the "Deep Learning for Big Code" seminar this month, which is organized by @the_sri_lab of ETH Zurich. sri.inf.ethz.ch/teaching/bigco… #ML4Code #DL #bigcode #ML4SE #type4py

Here is the list of accepted papers at the Deep Learning for Code workshop (part of ICLR). Check it out if you're interested in the ML4SE research. The DL4Code workshop takes place on Apr. 29th. #accept" target="_blank" rel="nofollow noopener">openreview.net/group?id=ICLR.… #DL4Code #ML4SE #ML4Code #workshop #ICLR

Prediction: AB will acquire JB within five years. Both working on #ML4Code. Both invested in dev tools and software teamwork. Language and culture fit. Strategic way to offset MS/GH/OAI monopoly. Hope I'm wrong.

Thrilled to share our ICLR’22 paper titled “CodeTrek: Flexible Modeling of Code using an Extensible Relational Representation” #ICLR22 #DL4Code #ML4Code cis.upenn.edu/~pardisp/ICLR2…

Leading up to #AIPLANS, the #ML4Code Montreal RG will host a talk from @miltos1, who will share his insights on Bug Detection & Repair with Machine Learning tomorrow afternoon at 12pm EST. The RG invites AIPLANS attendees to participate in this discussion! ml4code-mtl.github.io/meetings/

.. and the companion website for easy exploration and navigation of added papers - tusharma.in/ML4SCA/ #ml4se #ml4code #ml4sca

It's with great delight that I share the latest episode of the Machine Programming & Technology Channel, where I interview PhD student, Celine Lee. Celine is a rising star; watch and you'll quickly see! youtu.be/1BMIbFXG2r8 #ml #ml4code #technology #inclusivity #diversity

Machine Programming & Tech, Ep. 6: "Computation-Cautious Machine Learning Systems" by Dr. Abdul Wasay (the latest addition to Intel Labs' Machine Programming Research). youtube.com/watch?v=lA39WX… #machineprogramming #ml4code #ml #iamintel #intel #Harvard