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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

More Than a Score: Probing the Impact of Prompt Specificity on LLM Code Generation IJCNLP 2025
Tree-of-Evolution: Tree-Structured Instruction Evolution for Code Generation in Large Language Models ACL 2025
Personality-Guided Code Generation Using Large Language Models ACL 2025
UTBoost: Rigorous Evaluation of Coding Agents on SWE-Bench ACL 2025
OpenCoder: The Open Cookbook for Top-Tier Code Large Language Models ACL 2025
Multi-Programming Language Sandbox for LLMs ACL 2025
Genetic Instruct: Scaling up Synthetic Generation of Coding Instructions for Large Language Models ACL 2025
TablePilot: Recommending Human-Preferred Tabular Data Analysis with Large Language Models ACL 2025
CodeIF: Benchmarking the Instruction-Following Capabilities of Large Language Models for Code Generation ACL 2025
ConCodeEval: Evaluating Large Language Models for Code Constraints in Domain-Specific Languages ACL 2025
CoinMath: Harnessing the Power of Coding Instruction for Math LLM ACL 2025
SWE-Fixer: Training Open-Source LLMs for Effective and Efficient GitHub Issue Resolution ACL 2025
ChartEdit: How Far Are MLLMs From Automating Chart Analysis? Evaluating MLLMs’ Capability via Chart Editing ACL 2025
SEK: Self-Explained Keywords Empower Large Language Models for Code Generation ACL 2025
DeepRTL2: A Versatile Model for RTL-Related Tasks ACL 2025
PROMTEC: Fast LLM Inference Decoding using Prompt Multi-Lookup with Template Database and Common Sequences ACL 2025
KodCode: A Diverse, Challenging, and Verifiable Synthetic Dataset for Coding ACL 2025
DependEval: Benchmarking LLMs for Repository Dependency Understanding ACL 2025
Flow2Code: Evaluating Large Language Models for Flowchart-based Code Generation Capability ACL 2025
CodePRM: Execution Feedback-enhanced Process Reward Model for Code Generation ACL 2025
QiMeng-Attention: SOTA Attention Operator is generated by SOTA Attention Algorithm ACL 2025
Tree-of-Code: A Self-Growing Tree Framework for End-to-End Code Generation and Execution in Complex Tasks ACL 2025
Self-play through Computational Runtimes improves Chart Reasoning ACL 2025
Training Turn-by-Turn Verifiers for Dialogue Tutoring Agents: The Curious Case of LLMs as Your Coding Tutors ACL 2025
HumanEval Pro and MBPP Pro: Evaluating Large Language Models on Self-invoking Code Generation Task ACL 2025