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Code Generation

48 papers

Papers per year

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Papers

Learner-Tailored Program Repair: A Solution Generator with Iterative Edit-Driven Retrieval Enhancement AAAI 2026
From Completion to Editing: Unlocking Context-Aware Code Infilling via Search-and-Replace Instruction Tuning ACL 2026
From Charts to Code: A Hierarchical Benchmark for Multimodal Models ACL 2026
ReFEree: Reference-Free and Fine-Grained Method for Evaluating Factual Consistency in Real-World Code Summarization ACL 2026
FormulaSPIN: Self-Play Fine-Tuning for Natural Language to Spreadsheet Formula Generation ACL 2026
ParaCodex: A Profiling-Guided Autonomous Coding Agent for Reliable Parallel Code Generation and Translation ACL 2026
E2EDev: Benchmarking Large Language Models in End-to-End Software Development Task ACL 2026
Can LLMs Obfuscate Code? A Systematic Analysis of Large Language Models into Assembly Code Obfuscation AAAI 2025
CodeHalu: Investigating Code Hallucinations in LLMs via Execution-based Verification AAAI 2025
Planning-Driven Programming: A Large Language Model Programming Workflow ACL 2025
SceneGenAgent: Precise Industrial Scene Generation with Coding Agent ACL 2025
Revisit Self-Debugging with Self-Generated Tests for Code Generation ACL 2025
RePanda: Pandas-powered Tabular Verification and Reasoning ACL 2025
CODEMENV: Benchmarking Large Language Models on Code Migration ACL 2025
sonrobok4 Team at SemEval-2025 Task 8: Question Answering over Tabular Data Using Pandas and Large Language Models ACL 2025
AILS-NTUA at SemEval-2025 Task 8: Language-to-Code prompting and Error Fixing for Tabular Question Answering ACL 2025
IUST_Champs at SemEval-2025 Task 8: Structured Prompting and Retry Policy for Tabular Question Answering ACL 2025
UCSC at SemEval-2025 Task 8: Question Answering over Tabular Data ACL 2025
AlphaPro at SemEval-2025 Task 8: A Code Generation Approach for Question-Answering over Tabular Data ACL 2025
Extracting the Essence and Discarding the Dross: Enhancing Code Generation with Contrastive Execution Feedback COLING 2025
NL-Debugging: Exploiting Natural Language as an Intermediate Representation for Code Debugging EMNLP 2025
WebMMU: A Benchmark for Multimodal Multilingual Website Understanding and Code Generation EMNLP 2025
FLOW-BENCH: Towards Conversational Generation of Enterprise Workflows EMNLP 2025
Self-Correcting Code Generation Using Small Language Models EMNLP 2025
LeDex: Training LLMs to Better Self-Debug and Explain Code NIPS 2024