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Code Generation

42 directly classified papers

Papers per year

Papers

Learner-Tailored Program Repair: A Solution Generator with Iterative Edit-Driven Retrieval Enhancement AAAI 2026
CodeHalu: Investigating Code Hallucinations in LLMs via Execution-based Verification AAAI 2025
AlphaPro at SemEval-2025 Task 8: A Code Generation Approach for Question-Answering over Tabular Data ACL 2025
SceneGenAgent: Precise Industrial Scene Generation with Coding Agent ACL 2025
Planning-Driven Programming: A Large Language Model Programming Workflow ACL 2025
Self-Correcting Code Generation Using Small Language Models EMNLP 2025
Extracting the Essence and Discarding the Dross: Enhancing Code Generation with Contrastive Execution Feedback COLING 2025
WebMMU: A Benchmark for Multimodal Multilingual Website Understanding and Code Generation EMNLP 2025
UCSC at SemEval-2025 Task 8: Question Answering over Tabular Data ACL 2025
NL-Debugging: Exploiting Natural Language as an Intermediate Representation for Code Debugging EMNLP 2025
FLOW-BENCH: Towards Conversational Generation of Enterprise Workflows EMNLP 2025
IUST_Champs at SemEval-2025 Task 8: Structured Prompting and Retry Policy for Tabular Question Answering ACL 2025
Can LLMs Obfuscate Code? A Systematic Analysis of Large Language Models into Assembly Code Obfuscation AAAI 2025
AILS-NTUA at SemEval-2025 Task 8: Language-to-Code prompting and Error Fixing for Tabular Question Answering ACL 2025
sonrobok4 Team at SemEval-2025 Task 8: Question Answering over Tabular Data Using Pandas and Large Language Models ACL 2025
CODEMENV: Benchmarking Large Language Models on Code Migration ACL 2025
Revisit Self-Debugging with Self-Generated Tests for Code Generation ACL 2025
RePanda: Pandas-powered Tabular Verification and Reasoning ACL 2025
Comments as Natural Logic Pivots: Improve Code Generation via Comment Perspective ACL 2024
Iterative Refinement of Project-Level Code Context for Precise Code Generation with Compiler Feedback ACL 2024
SemCoder: Training Code Language Models with Comprehensive Semantics Reasoning NIPS 2024
HiRoPE: Length Extrapolation for Code Models Using Hierarchical Position ACL 2024
CodeAgent: Enhancing Code Generation with Tool-Integrated Agent Systems for Real-World Repo-level Coding Challenges ACL 2024
NaturalCodeBench: Examining Coding Performance Mismatch on HumanEval and Natural User Queries ACL 2024
DocCGen: Document-based Controlled Code Generation EMNLP 2024