Software Engineering

BubbleML: A Multiphase Multiphysics Dataset and Benchmarks for Machine Learning NeurIPS 2023 Can Large Language Models Reason about Program Invariants? ICML 2023 Can You Improve My Code? Optimizing Programs with Local Search IJCAI 2023 ChatGPT as a Java Decompiler EMNLP 2023 CodaLab Competitions: An Open Source Platform to Organize Scientific Challenges JMLR 2023 CodeAnno: Extending WebAnno with Hierarchical Document Level Annotation and Automation EACL 2023 CodeAttack: Code-Based Adversarial Attacks for Pre-trained Programming Language Models AAAI 2023 Code Execution with Pre-trained Language Models ACL 2023 Coder Reviewer Reranking for Code Generation ICML 2023 CodeT: Code Generation with Generated Tests ICLR 2023 CodeTransOcean: A Comprehensive Multilingual Benchmark for Code Translation EMNLP 2023 Co-evolving data-driven and NLU-driven Synthesizers for Generating Code in Domain Growth and Data Scarcity EMNLP 2023 CP-BCS: Binary Code Summarization Guided by Control Flow Graph and Pseudo Code EMNLP 2023 CrossCodeEval: A Diverse and Multilingual Benchmark for Cross-File Code Completion NeurIPS 2023 Data Augmentation for Code Translation with Comparable Corpora and Multiple References EMNLP 2023 Detecting and Repairing Deviated Outputs of Compressed Models ACML 2023 Detecting Transactional Bugs in Database Engines via Graph-Based Oracle Construction OSDI 2023 DiSh: Dynamic Shell-Script Distribution NSDI 2023 Distributed Spectrum-Based Fault Localization AAAI 2023 Evaluating and Enhancing the Robustness of Code Pre-trained Models through Structure-Aware Adversarial Samples Generation EMNLP 2023 From Pixels to UI Actions: Learning to Follow Instructions via Graphical User Interfaces NeurIPS 2023 From Words to Wires: Generating Functioning Electronic Devices from Natural Language Descriptions EMNLP 2023 GenCodeSearchNet: A Benchmark Test Suite for Evaluating Generalization in Programming Language Understanding EMNLP 2023 Git-Theta: A Git Extension for Collaborative Development of Machine Learning Models ICML 2023 Global Capacity Management With Flux OSDI 2023