Code Generation

CODERL+: Improving Code Generation via Reinforcement with Execution Semantics Alignment ACL 2026 CODESTRUCT: Code Agents over Structured Action Spaces ACL 2026 Codexa at SemEval-2026 Task 13: Loss Engineering and Diverse Ensemble Strategies for Multi-Class Code Authorship Attribution SemEval 2026 CoDial: Interpretable Task-Oriented Dialogue Systems Through Dialogue Flow Alignment ACL 2026 CoreCodeBench: Decoupling Code Intelligence via Fine-Grained Repository-Level Tasks ACL 2026 CriticLean: Critic-Guided Reinforcement Learning for Mathematical Formalization ACL 2026 CuBridge: An LLM-Based Framework for Understanding and Reconstructing High-Performance Attention Kernels ACL 2026 CUETLuminaries0227 at SemEval-2026 Task 13: Invariance-Oriented Representation Learning for Robust AI-Generated Code Detection SemEval 2026 Dashboard2Code: Evaluating Multimodal Models on Reconstructing Interactive Dashboards ACL 2026 DeepGuard: Secure Code Generation via Multi-Layer Semantic Aggregation ACL 2026 DPC: Training-Free Text-to-SQL Candidate Selection via Dual-Paradigm Consistency ACL 2026 ECO: An AI-Driven Code Efficiency Optimizer for Warehouse Scale Computers (Operational Systems) OSDI 2026 EGSS: Entropy-guided Stepwise Scaling for Reliable Software Engineering ACL 2026 EVM-QuestBench: An Execution-Grounded Benchmark for Natural-Language Transaction Code Generation ACL 2026 Example Quality Matters: Multi-Aspects Example Augmentation for Private Library Programming ACL 2026 ExecVerify: White-Box RL with Verifiable Stepwise Rewards for Code Execution Reasoning ACL 2026 EyeMulator: Improving Code Language Models by Mimicking Human Visual Attention ACL 2026 Figure It Out: Improve the Frontier of Reasoning with Executable Visual States ACL 2026 FMISUYotkovaKastreva at SemEval-2026 Task 13: Lightweight Detection of LLM-Generated Code via Stylometric Signals SemEval 2026 Formally Specifying the Intended Behavior of the Program: LLM-Driven Neuro-Symbolic Program Specification Synthesis ACL 2026 FormalScience: Scalable Human-in-the-Loop Autoformalisation of Science with Agentic Code Generation in Lean ACL 2026 From Completion to Editing: Unlocking Context-Aware Code Infilling via Search-and-Replace Instruction Tuning ACL 2026 From Laboratory to Real-World Applications: Benchmarking Agentic Code Reasoning at the Repository Level ACL 2026 From Logical to Computational Sparsity: Structure-Aware Block-Sparse Attention for Long-Code Completion ACL 2026 From Where Words Come: Efficient Regularization of Code Tokenizers Through Source Attribution ACL 2026