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code generation

699 papers

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Also known as

NL2CODE CG

Co-occurring keywords

large language model (12755) benchmark evaluation (1539) program synthesis (231) language model (4573) question answering (2904) semantic parsing (955) in-context learning (1369) multi-agent system (1743) tabular datum (221) retrieval-augmented generation (1459)

Papers

RAR: Retrieval-augmented retrieval for code generation in low resource languages EMNLP 2024
EHRAgent: Code Empowers Large Language Models for Few-shot Complex Tabular Reasoning on Electronic Health Records EMNLP 2024
RepoAgent: An LLM-Powered Open-Source Framework for Repository-level Code Documentation Generation EMNLP 2024
MMCode: Benchmarking Multimodal Large Language Models for Code Generation with Visually Rich Programming Problems EMNLP 2024
Introducing Compiler Semantics into Large Language Models as Programming Language Translators: A Case Study of C to x86 Assembly EMNLP 2024
Eliciting Instruction-tuned Code Language Models’ Capabilities to Utilize Auxiliary Function for Code Generation EMNLP 2024
EvoR: Evolving Retrieval for Code Generation EMNLP 2024
CodeFort: Robust Training for Code Generation Models EMNLP 2024
PropTest: Automatic Property Testing for Improved Visual Programming EMNLP 2024
Is GPT-4V (ision) All You Need for Automating Academic Data Visualization? Exploring Vision-Language Models’ Capability in Reproducing Academic Charts EMNLP 2024
Rethinking Code Refinement: Learning to Judge Code Efficiency EMNLP 2024
Retrieval-Augmented Code Generation for Situated Action Generation: A Case Study on Minecraft EMNLP 2024
Revisiting the Impact of Pursuing Modularity for Code Generation EMNLP 2024
On Leakage of Code Generation Evaluation Datasets EMNLP 2024
SciDoc2Diagrammer-MAF: Towards Generation of Scientific Diagrams from Documents guided by Multi-Aspect Feedback Refinement EMNLP 2024
One-to-many testing for code generation from (just) natural language EMNLP 2024
Socratic Human Feedback (SoHF): Expert Steering Strategies for LLM Code Generation EMNLP 2024
Re-ReST: Reflection-Reinforced Self-Training for Language Agents EMNLP 2024
Python is Not Always the Best Choice: Embracing Multilingual Program of Thoughts EMNLP 2024
Can LLM Replace Stack Overflow? A Study on Robustness and Reliability of Large Language Model Code Generation AAAI 2024
Students’ Perceptions and Preferences of Generative Artificial Intelligence Feedback for Programming AAAI 2024
DevEval: A Manually-Annotated Code Generation Benchmark Aligned with Real-World Code Repositories ACL 2024
Curriculum Learning for Small Code Language Models ACL 2024
Virtual Compiler Is All You Need For Assembly Code Search ACL 2024
AppWorld: A Controllable World of Apps and People for Benchmarking Interactive Coding Agents ACL 2024