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Published Date

Publication

NoFunEval: Funny How Code LMs Falter on Requirements Beyond Functional Correctness

Manav Singhal, Tushar Aggarwal, Abhijeet Awasthi, Nagarajan Natarajan, Aditya Kanade

February 2024

Preprint

Github

Dataset Source Code

CodePlan

CodePlan is a research project that formalizes repository-level coding tasks as planning problems and uses static analysis and large language models (LLMs) to solve them. This replication package is for the paper titled “CodePlan: Repository-level…

GitHub

Publication

Xpert: Empowering Incident Management with Query Recommendations via Large Language Models

Yuxuan Jiang, Chaoyun Zhang, Shilin He, Zhihao Yang, Minghua Ma, Si Qin, Yu Kang, Yingnong Dang, Saravan Rajmohan, Qingwei Lin 林庆维, Dongmei Zhang

ICSE’24 | February 2024

Project Project

Publication

UniLog: Automatic Logging via LLM and In-Context Learning

Junjielong Xu, Ziang Cui, Yuan Zhao, Xu Zhang, Shilin He, Pinjia He, Liqun Li, Yu Kang, Qingwei Lin 林庆维, Yingnong Dang, Saravan Rajmohan, Dongmei Zhang

ICSE 2024 | February 2024

Project Project

Microsoft Research Blog

Research Focus: Week of January 22, 2024

January 24, 2024

Welcome to Research Focus, a series of blog posts that highlights notable publications, events, code/datasets, new hires and other milestones from across the research community at Microsoft. Join Microsoft Research Forum (opens in new tab)…

Dataset Source Code

PwR Studio

PwR Studio converts natural language (NL) instructions into robust code. Programming with Representations (PwR, pronounced “power”) is a software development approach that relies on a domain-specific language (DSL), or representation, defined by a developer specializing in…

GitHub Project Publication

Publication

DevEx in Action: A study of its tangible impacts

Nicole Forsgren, Eirini Kalliamvakou, Abi Noda, Michaela Greiler, Brian Houck, Margaret-Anne Storey

ACM Queue | January 2024, Vol 21(6)

Publication

Investigating Student Mistakes in Introductory Data Science Programming

Anjali Singh, Anna Fariha, Christopher Brooks, Gustavo Soares, Austin Z. Henley, Ashish Tiwari, Chethan M, Heeryung Choi, Sumit Gulwani

Technical Symposium on Computer Science Education | January 2024

Publication

PyDex: Repairing Bugs in Introductory Python Assignments using LLMs

Jialu Zhang, José Cambronero, Sumit Gulwani, Vu Le, Ruzica Piskac, Gustavo Soares, Gust Verbruggen

Object-oriented Programming, Systems, Languages, and Applications (OOPSLA) | January 2024

Publication

Lean Formalization of Extended Regular Expression Matching with Lookarounds

Ekaterina Zhuchko, Margus Veanes, Gabriel Ebner

CPP | January 2024

Project

Programming languages and software engineering

Highlights