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Published Date

Publication

Can Large Language Models Transform Natural Language Intent into Formal Method Postconditions?

Madeline Endres, Sarah Fakhoury, Saikat Chakraborty, Shuvendu Lahiri

The ACM International Conference on the Foundations of Software Engineering (FSE) | July 2024

GitHub page https://github.com/microsoft/nl-2-postcond/

Project

Microsoft Research Blog

RUBICON: Evaluating conversations between humans and AI systems

July 15, 2024 | Param Biyani, Yasharth Bajpai, Arjun Radhakrishna, Gustavo Soares, Sumit Gulwani

RUBICON evaluates AI-driven conversations and improves their quality by learning detailed domain-specific rubrics from minimal data. It gathers insights on AI assistant performance while maintaining user privacy and data security.

Video

Advances in Natural Language Generation for Indian Languages

July 12, 2024 | Dr. Raj Dabre

Much of recent progress for natural language generation (NLG) has been in the context of English and, in general, high resource languages, however, Indian languages have yet to see similar paradigm shifts despite their speaking…

59:38

Publication

CodePlan: Repository-level Coding using LLMs and Planning

Ramakrishna Bairi, Atharv Sonwane, Aditya Kanade, Vageesh D C, Arun Shankar Iyer, Suresh Parthasarathy, Sriram Rajamani, B. Ashok, Shashank Shet

Proceedings of the ACM on Software Engineering | July 2024, Vol 1(FSE): pp. 675-698

Project

Publication

ImDiffusion: Imputed Diffusion Models for Multivariate Time Series Anomaly Detection

Yuhang Chen, C. Zhang, Minghua Ma, Yudong Liu, Ruomeng Ding, Bo Li, Shilin He, S. Rajmohan, Qingwei Lin 林庆维, Dongmei Zhang

PVLDB’24 | July 2024, Vol abs/2307.00754

Publication

RUBICON: Rubric-based Evaluation of Domain Specific Human-AI Conversations

Param Biyani, Yasharth Bajpai, Arjun Radhakrishna, Gustavo Soares, Sumit Gulwani

AIware: Proceedings of the 1st ACM International Conference on AI-Powered Software | July 2024

Best Paper Presentation Award

Publication

CORE: Resolving Code Quality Issues using LLMs

Nalin Wadhwa, Jui Pradhan, Atharv Sonwane, Surya Prakash Sahu, Nagarajan Natarajan, Aditya Kanade (kanadeaditya), Suresh Parthasarathy (supartha), Sriram Rajamani (sriram)

FSE | July 2024

Publication

Evaluating LLM-driven User-Intent Formalization for Verification-Aware Languages

Shuvendu Lahiri

Formal Methods in Computer-Aided Design (FMCAD’24) | July 2024

Project

Publication

Class-Level Code Generation from Natural Language Using Iterative, Tool-Enhanced Reasoning over Repository

Ajinkya Deshpande, Anmol Agarwal, Shashank Shet, Arun Iyer, Aditya Kanade, Ramakrishna Bairi, Suresh Parthasarathy

International Conference on Machine Learning Workshop on Data-Centric Machine Learning Research (DMLR-ICML) | July 2024

Github

Publication

Sound Borrow-Checking for Rust via Symbolic Semantics

Son Ho, Aymeric Fromherz, Jonathan Protzenko

July 2024

Programming languages and software engineering

Highlights