Software Engineering

ACES: Generating a Diversity of Challenging Programming Puzzles with Autotelic Generative Models NeurIPS 2024 AdaCCD: Adaptive Semantic Contrasts Discovery Based Cross Lingual Adaptation for Code Clone Detection AAAI 2024 Adapting LLMs for Structured Natural Language API Integration EMNLP 2024 ADELT: Transpilation between Deep Learning Frameworks IJCAI 2024 AlchemistCoder: Harmonizing and Eliciting Code Capability by Hindsight Tuning on Multi-source Data NeurIPS 2024 AMR-Evol: Adaptive Modular Response Evolution Elicits Better Knowledge Distillation for Large Language Models in Code Generation EMNLP 2024 AppWorld: A Controllable World of Apps and People for Benchmarking Interactive Coding Agents ACL 2024 Assemblage: Automatic Binary Dataset Construction for Machine Learning NeurIPS 2024 A Systematic Review of NeurIPS Dataset Management Practices NeurIPS 2024 Automated CPU Design by Learning from Input-Output Examples IJCAI 2024 Auto-Prox: Training-Free Vision Transformer Architecture Search via Automatic Proxy Discovery AAAI 2024 Bridging the Gap between Source Code and Requirements Using GPT (Student Abstract) AAAI 2024 CodeAgent: Autonomous Communicative Agents for Code Review EMNLP 2024 CodeAgent: Enhancing Code Generation with Tool-Integrated Agent Systems for Real-World Repo-level Coding Challenges ACL 2024 CodeInsight: A Curated Dataset of Practical Coding Solutions from Stack Overflow ACL 2024 CodeScope: An Execution-based Multilingual Multitask Multidimensional Benchmark for Evaluating LLMs on Code Understanding and Generation ACL 2024 CONSIDER: Commonalities and Specialties Driven Multilingual Code Retrieval Framework AAAI 2024 Converting Legacy Data to CLDF: A FAIR Exit Strategy for Linguistic Web Apps COLING 2024 Correct and Optimal: The Regular Expression Inference Challenge IJCAI 2024 Croissant: A Metadata Format for ML-Ready Datasets NeurIPS 2024 DA-Code: Agent Data Science Code Generation Benchmark for Large Language Models EMNLP 2024 Dataflow-Guided Retrieval Augmentation for Repository-Level Code Completion ACL 2024 Debug like a Human: A Large Language Model Debugger via Verifying Runtime Execution Step by Step ACL 2024 Debug Smarter, Not Harder: AI Agents for Error Resolution in Computational Notebooks EMNLP 2024 Divide-and-Conquer Meets Consensus: Unleashing the Power of Functions in Code Generation NeurIPS 2024