Code Generation

CME-CAD: Heterogeneous Collaborative Multi-Expert Reinforcement Learning for CAD Code Generation CVPR 2026 CodeHunters at SemEval-2026 Task 13: Detecting Machine-Generated Code with Multiple Programming Languages, Generators, and Application Scenarios SemEval 2026 CodeMMR: Bridging Natural Language, Code, and Image for Unified Retrieval CVPR 2026 E2EDev: Benchmarking Large Language Models in End-to-End Software Development Task ACL 2026 FormulaSPIN: Self-Play Fine-Tuning for Natural Language to Spreadsheet Formula Generation ACL 2026 From Charts to Code: A Hierarchical Benchmark for Multimodal Models ACL 2026 From Completion to Editing: Unlocking Context-Aware Code Infilling via Search-and-Replace Instruction Tuning ACL 2026 ICI Innolabs at SemEval-2026 Task 13: Sliding Windows Meet Code Transformers SemEval 2026 Learner-Tailored Program Repair: A Solution Generator with Iterative Edit-Driven Retrieval Enhancement AAAI 2026 ParaCodex: A Profiling-Guided Autonomous Coding Agent for Reliable Parallel Code Generation and Translation ACL 2026 ReFEree: Reference-Free and Fine-Grained Method for Evaluating Factual Consistency in Real-World Code Summarization ACL 2026 SemEval-2026 Task 13: Detecting Machine-Generated Code with Multiple Programming Languages, Generators, and Application Scenarios SemEval 2026 SYSUpporter at SemEval-2026 Task 13: Leveraging Stylistic Signals and Language-Aware Truncation for Machine-Generated Code Detection SemEval 2026 TeamSLS at SemEval-2026 Task 13: Detecting Machine-Generated Code with CodeBERT and Structural Features SemEval 2026 UCSC-NLP at SemEval-2026 Task 13: Multi-View Generalization and Diagnostic Analysis of Machine-Generated Code Detection SemEval 2026 AlphaPro at SemEval-2025 Task 8: A Code Generation Approach for Question-Answering over Tabular Data SemEval 2025 Can LLMs Obfuscate Code? A Systematic Analysis of Large Language Models into Assembly Code Obfuscation AAAI 2025 CodeHalu: Investigating Code Hallucinations in LLMs via Execution-based Verification AAAI 2025 CODEMENV: Benchmarking Large Language Models on Code Migration ACL 2025 CodeMMLU: A Multi-Task Benchmark for Assessing Code Understanding & Reasoning Capabilities of CodeLLMs ICLR 2025 Extracting the Essence and Discarding the Dross: Enhancing Code Generation with Contrastive Execution Feedback COLING 2025 FLOW-BENCH: Towards Conversational Generation of Enterprise Workflows EMNLP 2025 HITSZ-HLT at SemEval-2025 Task 8: Multi-turn Interactive Code Generation for Question Answering on Tabular Data SemEval 2025 NL-Debugging: Exploiting Natural Language as an Intermediate Representation for Code Debugging EMNLP 2025 Planning-Driven Programming: A Large Language Model Programming Workflow ACL 2025