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

Process-Supervised Reinforcement Learning for Code Generation EMNLP 2025

OUNLP at TSAR 2025 Shared Task Multi-Round Text Simplifier via Code Generation EMNLP 2025

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

Focused-DPO: Enhancing Code Generation Through Focused Preference Optimization on Error-Prone Points ACL 2025

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

CodeJudge-Eval: Can Large Language Models be Good Judges in Code Understanding? COLING 2025

Prompting Large Language Models to Tackle the Full Software Development Lifecycle: A Case Study COLING 2025

PERC: Plan-As-Query Example Retrieval for Underrepresented Code Generation COLING 2025

Extracting the Essence and Discarding the Dross: Enhancing Code Generation with Contrastive Execution Feedback COLING 2025

Case2Code: Scalable Synthetic Data for Code Generation COLING 2025

RAGthoven: A Configurable Toolkit for RAG-enabled LLM Experimentation COLING 2025

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

Aurora-M: Open Source Continual Pre-training for Multilingual Language and Code COLING 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

Team Anotheroption at SemEval-2025 Task 8: Bridging the Gap Between Open-Source and Proprietary LLMs in Table QA ACL 2025

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

ScottyPoseidon at SemEval-2025 Task 8: LLM-Driven Code Generation for Zero-Shot Question Answering on Tabular Data ACL 2025

Boost, Disentangle, and Customize: A Robust System2-to-System1 Pipeline for Code Generation ACL 2025

Design2Code: Benchmarking Multimodal Code Generation for Automated Front-End Engineering NAACL 2025

Learning to Solve Domain-Specific Calculation Problems with Knowledge-Intensive Programs Generator NAACL 2025

Substance Beats Style: Why Beginning Students Fail to Code with LLMs NAACL 2025

DCE-LLM: Dead Code Elimination with Large Language Models NAACL 2025

Few-Shot Natural Language to First-Order Logic Translation via Code Generation NAACL 2025

JU_NLP at BLP-2025 Task 2: Leveraging Zero-Shot Prompting for Bangla Natural Language to Python Code Generation AACL 2025