Code Generation

From Completion to Editing: Unlocking Context-Aware Code Infilling via Search-and-Replace Instruction Tuning ACL 2026 Pointer-CAD: Unifying B-Rep and Command Sequences via Pointer-based Edges & Faces Selection CVPR 2026 SeDev: Structured Semantic Exploration for LLM-Driven Code Generation ACL 2026 SemEval-2026 Task 13: Detecting Machine-Generated Code with Multiple Programming Languages, Generators, and Application Scenarios SemEval 2026 ToolPRM: Fine-Grained Inference Scaling of Structured Outputs for Function Calling ACL 2026 BigDocs: An Open Dataset for Training Multimodal Models on Document and Code Tasks ICLR 2025 CodeHalu: Investigating Code Hallucinations in LLMs via Execution-based Verification AAAI 2025 CrossPyEval: Enhancing LLM-based Evaluation of Low-Resource Code via Code Translation ACML 2025 Extracting the Essence and Discarding the Dross: Enhancing Code Generation with Contrastive Execution Feedback COLING 2025 IUST_Champs at SemEval-2025 Task 8: Structured Prompting and Retry Policy for Tabular Question Answering SemEval 2025 Planning-Driven Programming: A Large Language Model Programming Workflow ACL 2025 RePanda: Pandas-powered Tabular Verification and Reasoning ACL 2025 Revisit Self-Debugging with Self-Generated Tests for Code Generation ACL 2025 Saama Technologies at SemEval-2025 Task 8: Few-shot prompting with LLM-generated examples for question answering on tabular data SemEval 2025 SceneGenAgent: Precise Industrial Scene Generation with Coding Agent ACL 2025 Team Anotheroption at SemEval-2025 Task 8: Bridging the Gap Between Open-Source and Proprietary LLMs in Table QA SemEval 2025 TreeSearch at SemEval-2025 Task 8: Monte Carlo Tree Search for Question-Answering over Tabular Data SemEval 2025 VeriLocc: End-to-End Cross-Architecture Register Allocation via LLM EMNLP 2025 Adapting LLMs for Structured Natural Language API Integration EMNLP 2024 Enhancing Code Generation Performance of Smaller Models by Distilling the Reasoning Ability of LLMs COLING 2024 ExeDec: Execution Decomposition for Compositional Generalization in Neural Program Synthesis ICLR 2024 LLM4Decompile: Decompiling Binary Code with Large Language Models EMNLP 2024 NaturalCodeBench: Examining Coding Performance Mismatch on HumanEval and Natural User Queries ACL 2024 One-to-many testing for code generation from (just) natural language EMNLP 2024 SemCoder: Training Code Language Models with Comprehensive Semantics Reasoning NeurIPS 2024