Code Generation

QBridge: Bridging Natural Language and SQL via Gold Query Rewriting with Agentic Refinement ACL 2026 QiMeng-PRepair: Precise Code Repair via Edit-Aware Reward Optimization ACL 2026 RealChart2Code: Bridging the Gap in Real-World Chart-to-Code Generation via Multi-Task Evaluation ACL 2026 Reason-Code: Reliable Code Generation via Test-Driven Monte Carlo Tree Search ACL 2026 ReCode: Reinforcing Code Generation with Reasoning-Process Rewards ACL 2026 RedCoder: Automated Multi-Turn Red Teaming for Code LLMs ACL 2026 ReEx-SQL: Reasoning with Execution-Aware Reinforcement Learning for Text-to-SQL ACL 2026 ReLook: Vision-Grounded RL with a Multimodal LLM Critic for Agentic Web Coding ACL 2026 RepoGenesis: Benchmarking End-to-End Microservice Generation from Readme to Repository ACL 2026 RExBench: Can coding agents autonomously implement AI research extensions? ACL 2026 Saber: Efficient Sampling with Adaptive Acceleration and Backtracking Enhanced Remasking for Diffusion Language Model in Code Generation ACL 2026 SACTOR: LLM-Driven Correct and Idiomatic C to Rust Translation with Static Analysis and FFI-Based Verification ACL 2026 ScaleBox: Enabling High-Fidelity and Scalable Code Verification for Large Language Models ACL 2026 Scaling Laws for Code: A More Data-Hungry Regime ACL 2026 Scaling Test-Time Compute to Achieve IOI Gold Medal with Open-Weight Models ACL 2026 SecureVibeBench: Benchmarking Secure Vibe Coding of AI Agents via Reconstructing Vulnerability-Introducing Scenarios ACL 2026 SeDev: Structured Semantic Exploration for LLM-Driven Code Generation ACL 2026 Segmentation Fault at SemEval-2026 Task 13: A Regularization-First Approach with Generator-Based Out-of-Distribution Splits for Detecting AI-Generated Code SemEval 2026 SemEval-2026 Task 13: Fine-tuned CodeBERT with Stratified Balancing, Dynamic Threshold Optimization, and Logit Bias Correction for Robust Multi-Language AI Code Detection SemEval 2026 Simple Agents Outperform Experts in Biomedical Imaging Workflow Optimization CVPR 2026 SOCIA-EVO: Automated Simulator Construction via Dual-Anchored Bi-Level Optimization ACL 2026 SpecAgent: A Speculative Retrieval and Forecasting Agent for Code Completion ACL 2026 SpecMind: Cognitively Inspired, Interactive Multi-Turn Framework for Postcondition Inference ACL 2026 StoryCoder: Narrative Reformulation for Structured Reasoning in LLM Code Generation ACL 2026 Stylometry at SemEval-2026 Task 13: Clustered Stylometric Modeling for Machine-Generated Code Detection SemEval 2026