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

Reliable and Cost-Effective Exploratory Data Analysis via Graph-Guided RAG EMNLP 2025

An Empirical Study on Strong-Weak Model Collaboration for Repo-level Code Generation EMNLP 2025

CodeRAG: Finding Relevant and Necessary Knowledge for Retrieval-Augmented Repository-Level Code Completion EMNLP 2025

WebMMU: A Benchmark for Multimodal Multilingual Website Understanding and Code Generation EMNLP 2025

Identifying & Interactively Refining Ambiguous User Goals for Data Visualization Code Generation EMNLP 2025

CLMTracing: Black-box User-level Watermarking for Code Language Model Tracing EMNLP 2025

AutoSDT: Scaling Data-Driven Discovery Tasks Toward Open Co-Scientists EMNLP 2025

SWE-MERA: A Dynamic Benchmark for Agenticly Evaluating Large Language Models on Software Engineering Tasks EMNLP 2025

A Multi-Agent Framework for Quantitative Finance : An Application to Portfolio Management Analytics EMNLP 2025

MathCoder-VL: Bridging Vision and Code for Enhanced Multimodal Mathematical Reasoning ACL 2025

ECCC: Edge Code Cloak Coder for Privacy Code Agent EMNLP 2025

AutoFEA: Enhancing AI Copilot by Integrating Finite Element Analysis Using Large Language Models with Graph Neural Networks AAAI 2025

VERSE: Verification-based Self-Play for Code Instructions AAAI 2025

CodeHalu: Investigating Code Hallucinations in LLMs via Execution-based Verification AAAI 2025

InverseCoder: Self-improving Instruction-Tuned Code LLMs with Inverse-Instruct AAAI 2025

DOMAINEVAL: An Auto-Constructed Benchmark for Multi-Domain Code Generation AAAI 2025

Bias Unveiled: Investigating Social Bias in LLM-Generated Code AAAI 2025

ScriptSmith: A Unified LLM Framework for Enhancing IT Operations via Automated Bash Script Generation, Assessment, and Refinement AAAI 2025

Advancing Intelligent Software Development and Trustworthy Models Through the Synergy of Software Engineering and LLMs AAAI 2025

QAagent: A Multiagent System for Unit Test Generation via Natural Language Pseudocode (Student Abstract) AAAI 2025

Data Wrangling Task Automation Using Code-Generating Language Models AAAI 2025

Multi-perspective Preference Alignment of LLMs for Programming-Community Question Answering COLING 2025

Overview of BLP-2025 Task 2: Code Generation in Bangla IJCNLP 2025

BRACU_CL at BLP-2025 Task 2: CodeMist: A Transformer-Based Framework for Bangla Instruction-to-Code Generation IJCNLP 2025

Alignment with Fill-In-the-Middle for Enhancing Code Generation EMNLP 2025