Code Generation

TeachMaster: Generative Teaching via Code ACL 2026 Team Duo at SemEval-2026 Task 13: Fine-tuning CodeBERT for Out-of-Distribution AI-Generated Code Detection SemEval 2026 Team Poznan at SemEval-2026 Task 13: Detecting Machine-Generated Code with Multiple Programming Languages, Generators, and Application Scenarios SemEval 2026 Team Yuvan at SemEval-2026 Task 13: Task-Adaptive Ensemble Strategies for AI-Generated Code Detection SemEval 2026 TeleAI at SemEval-2026 Task 13: Data-Centric Full-Parameter Fine-Tuning with Multi-Level Ensembling for Generated Code Detection SemEval 2026 Themis: Detecting Distributed Concurrency Bugs through RPC-Driven Race-Directed Test Generation and Fuzzing NSDI 2026 The Path Not Taken: Duality in Reasoning about Program Execution ACL 2026 Thinking with Programming Vision: Towards a Unified View for Thinking with Images CVPR 2026 Think Less, Code Better: Probing When Chain-of-Thought Hurts and How to Route Around It ACL 2026 Think Like You Execute: Verifiable Chain of Thought from Program Traces ACL 2026 TokDrift: When LLM Speaks in Subwords but Code Speaks in Grammar ACL 2026 Towards Trustworthy Smart Contract Synthesis: A Multi-Agent Framework with Lean-Based Verification ACL 2026 TRACE: Evaluating Execution Efficiency of LLM-Based Code Translation ACL 2026 TransformerTrio at SemEval-2026 Task 13: Navigating Domain Shift and Representation Instability in Machine-Generated Code Detection SemEval 2026 UIT-AMMC at SemEval-2026 Task 13: Exploiting Structural Formatting Signatures for Robust AI-Generated Code Detection SemEval 2026 WebCoderBench: Benchmarking Web Application Generation with Comprehensive and Interpretable Evaluation Metrics ACL 2026 What Makes AI Research Replicable? Executable Knowledge Graphs as Scientific Knowledge Representations ACL 2026 When "Correct" Is Not Safe: Can We Trust Functionally Correct Patches Generated by Code Agents? ACL 2026 Widget2Code: From Visual Widgets to UI Code via Multimodal LLMs CVPR 2026 WWTC@UniA at SemEval-2026 Task 13: BERT-based Code Authorship Detection and Qualitative Analysis SemEval 2026 XOXO: Stealthy Cross-Origin Context Poisoning Attacks against AI Coding Assistants ACL 2026 YoungDSMLKZ at SemEval-2026 Task 13: MIL-UniXcoder with Meta-Stacking and Handcrafted Features for AI-Generated Code Detection SemEval 2026 AILS-NTUA at SemEval-2025 Task 8: Language-to-Code prompting and Error Fixing for Tabular Question Answering SemEval 2025 AlphaPro at SemEval-2025 Task 8: A Code Generation Approach for Question-Answering over Tabular Data SemEval 2025 Articulate-Anything: Automatic Modeling of Articulated Objects via a Vision-Language Foundation Model ICLR 2025