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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

SWT-Bench: Testing and Validating Real-World Bug-Fixes with Code Agents NIPS 2024
SemCoder: Training Code Language Models with Comprehensive Semantics Reasoning NIPS 2024
SelfCodeAlign: Self-Alignment for Code Generation NIPS 2024
Divide-and-Conquer Meets Consensus: Unleashing the Power of Functions in Code Generation NIPS 2024
EffiLearner: Enhancing Efficiency of Generated Code via Self-Optimization NIPS 2024
INDICT: Code Generation with Internal Dialogues of Critiques for Both Security and Helpfulness NIPS 2024
DACO: Towards Application-Driven and Comprehensive Data Analysis via Code Generation NIPS 2024
Towards Automatic Composition of ASP Programs from Natural Language Specifications IJCAI 2024
ProMoAI: Process Modeling with Generative AI IJCAI 2024
Rewriting the Code: A Simple Method for Large Language Model Augmented Code Search ACL 2024
Enhancing Large Language Models in Coding Through Multi-Perspective Self-Consistency ACL 2024
UniCoder: Scaling Code Large Language Model via Universal Code ACL 2024
Instruction Fusion: Advancing Prompt Evolution through Hybridization ACL 2024
DolphCoder: Echo-Locating Code Large Language Models with Diverse and Multi-Objective Instruction Tuning ACL 2024
Who Wrote this Code? Watermarking for Code Generation ACL 2024
MapCoder: Multi-Agent Code Generation for Competitive Problem Solving ACL 2024
WaveCoder: Widespread And Versatile Enhancement For Code Large Language Models By Instruction Tuning ACL 2024
CodeScope: An Execution-based Multilingual Multitask Multidimensional Benchmark for Evaluating LLMs on Code Understanding and Generation ACL 2024
LLaMA Pro: Progressive LLaMA with Block Expansion ACL 2024
XCodeEval: An Execution-based Large Scale Multilingual Multitask Benchmark for Code Understanding, Generation, Translation and Retrieval ACL 2024
Lightweight reranking for language model generations ACL 2024
ICE-Score: Instructing Large Language Models to Evaluate Code EACL 2024
HierarchyNet: Learning to Summarize Source Code with Heterogeneous Representations EACL 2024
Improving Repository-level Code Search with Text Conversion NAACL 2024
LETI: Learning to Generate from Textual Interactions NAACL 2024