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Published Date

Publication

LongCoder: A Long-Range Pre-trained Language Model for Code Completion

Daya Guo, Canwen Xu, Nan Duan, Jian Yin, Julian McAuley

ICML 2023 | June 2023

Publication

Monitor-Guided Decoding of Code LMs with Static Analysis of Repository Context

Lakshya A Agrawal, Aditya Kanade, Navin Goyal, Shuvendu Lahiri, Sriram Rajamani

NeurIPS 2023 | June 2023

Preprint

Project

Publication

Large Language Models Meet NL2Code: A Survey

Bei Chen, Daoguang Zan, Fengji Zhang, Dianjie Lu, Bingchao Wu, Bei Guan, Yongji Wang, Jian-Guang Lou

ACL 2023 | June 2023

Publication

BEETLE: A Feature-Based Approach to Reduce Staleness in Profile Data

Angelica Moreira, Guilherme Ottoni, Fernando Magno Quintão Pereira

June 2023

Publication

Robust Multimodal Failure Detection for Microservice Systems

Chenyu Zhao, Minghua Ma, Zhenyu Zhong, Shenglin Zhang, Zhiyuan Simon Tan, Xiao Xiong, Lulu Yu, Jiayi Feng, Yongqian Sun, Yuzhi Zhang, Dan Pei, Qingwei Lin 林庆维, Dongmei Zhang

KDD’23 ADS | May 2023

Video

[OOPSLA 2023] Overwatch: Learning Patterns in Code Edit Sequences

May 29, 2023

Integrated Development Environments (IDEs) provide tool support to automate many source code editing tasks. Traditionally, IDEs use only the spatial context, i.e., the location where the developer is editing, to generate candidate edit recommendations. However,…

29:35

Publication

GPT-4 Equipped with Numeric Calculation

Don Syme

MSR-TR-2023-48 | May 2023

Published by GitHub

https://github.com/githubnext/gpt4-with-calc/blob/main/docs/report.md

Publication

Empower Large Language Model to Perform Better on Industrial Domain-Specific Question Answering

Zezhong Wang, Fan Yang, Pu Zhao, Lu Wang, Jue Zhang, Mohit Garg, Qingwei Lin 林庆维, Dongmei Zhang

EMNLP’23 Industry | May 2023

Publication

CODAMOSA: Escaping Coverage Plateaus in Test Generation with Pre-trained Large Language Models

Caroline Lemieux, Jeevana Priya Inala, Shuvendu Lahiri, Siddhartha Sen

ICSE’23 | May 2023

Github Project

Microsoft Research Blog

Large-language models for automatic cloud incident management

May 16, 2023 | Rujia Wang, Chetan Bansal, Supriyo GHOSH, Tom Zimmermann, Xuchao Zhang, Saravan Rajmohan

This research was accepted by the IEEE/ACM International Conference on Software Engineering (ICSE) (opens in new tab), which is a forum for researchers, practitioners, and educators to gather, present, and discuss the most recent innovations,…

Programming languages and software engineering

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