Software Engineering

Mercury: A Code Efficiency Benchmark for Code Large Language Models NeurIPS 2024 MILP-StuDio: MILP Instance Generation via Block Structure Decomposition NeurIPS 2024 MPCoder: Multi-user Personalized Code Generator with Explicit and Implicit Style Representation Learning ACL 2024 NL2Formula: Generating Spreadsheet Formulas from Natural Language Queries EACL 2024 On Leakage of Code Generation Evaluation Datasets EMNLP 2024 OpenBox: A Python Toolkit for Generalized Black-box Optimization JMLR 2024 Optimizing Code Retrieval: High-Quality and Scalable Dataset Annotation through Large Language Models EMNLP 2024 Optimizing the Optimization of Planning Domains by Automatic Action Schema Splitting AAAI 2024 OSWorld: Benchmarking Multimodal Agents for Open-Ended Tasks in Real Computer Environments NeurIPS 2024 PAMI: An Open-Source Python Library for Pattern Mining JMLR 2024 PPTC Benchmark: Evaluating Large Language Models for PowerPoint Task Completion ACL 2024 Proof Logging for Smart Extensional Constraints (Extended Abstract) IJCAI 2024 Purpose Enhanced Reasoning through Iterative Prompting: Uncover Latent Robustness of ChatGPT on Code Comprehension IJCAI 2024 RepoAgent: An LLM-Powered Open-Source Framework for Repository-level Code Documentation Generation EMNLP 2024 Rethinking Code Refinement: Learning to Judge Code Efficiency EMNLP 2024 Revisiting Code Similarity Evaluation with Abstract Syntax Tree Edit Distance ACL 2024 Revisiting the Impact of Pursuing Modularity for Code Generation EMNLP 2024 RLtools: A Fast, Portable Deep Reinforcement Learning Library for Continuous Control JMLR 2024 RoCode: A Dataset for Measuring Code Intelligence from Problem Definitions in Romanian COLING 2024 SeeClick: Harnessing GUI Grounding for Advanced Visual GUI Agents ACL 2024 SemCoder: Training Code Language Models with Comprehensive Semantics Reasoning NeurIPS 2024 Source Code is a Graph, Not a Sequence: A Cross-Lingual Perspective on Code Clone Detection NAACL 2024 Surveying the FAIRness of Annotation Tools: Difficult to find, difficult to reuse EACL 2024 SWE-agent: Agent-Computer Interfaces Enable Automated Software Engineering NeurIPS 2024 SWT-Bench: Testing and Validating Real-World Bug-Fixes with Code Agents NeurIPS 2024