Code Generation

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 Self-Correcting Code Generation Using Small Language Models EMNLP 2025 WebMMU: A Benchmark for Multimodal Multilingual Website Understanding and Code Generation EMNLP 2025 CoCoST: Automatic Complex Code Generation with Online Searching and Correctness Testing EMNLP 2024 CodeAgent: Enhancing Code Generation with Tool-Integrated Agent Systems for Real-World Repo-level Coding Challenges ACL 2024 Comments as Natural Logic Pivots: Improve Code Generation via Comment Perspective ACL 2024 DocCGen: Document-based Controlled Code Generation EMNLP 2024 HiRoPE: Length Extrapolation for Code Models Using Hierarchical Position ACL 2024 INDICT: Code Generation with Internal Dialogues of Critiques for Both Security and Helpfulness NeurIPS 2024 Iterative Refinement of Project-Level Code Context for Precise Code Generation with Compiler Feedback ACL 2024 LeDex: Training LLMs to Better Self-Debug and Explain Code NeurIPS 2024 Middle Code Prediction: Enhancing Code Generation for Uncommon Programming Languages in Robotics ACML 2024 NaturalCodeBench: Examining Coding Performance Mismatch on HumanEval and Natural User Queries ACL 2024 SemCoder: Training Code Language Models with Comprehensive Semantics Reasoning NeurIPS 2024 Teaching Large Language Models to Self-Debug ICLR 2024 CodeAttack: Code-Based Adversarial Attacks for Pre-trained Programming Language Models AAAI 2023 Large Language Models Meet NL2Code: A Survey ACL 2023 LEVER: Learning to Verify Language-to-Code Generation with Execution ICML 2023 MCoNaLa: A Benchmark for Code Generation from Multiple Natural Languages EACL 2023 Synchromesh: Reliable Code Generation from Pre-trained Language Models ICLR 2022 The impact of lexical and grammatical processing on generating code from natural language ACL 2022 PlotCoder: Hierarchical Decoding for Synthesizing Visualization Code in Programmatic Context ACL 2021