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

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

Evaluating Financial Literacy of Large Language Models through Domain Specific Languages for Plain Text Accounting COLING 2025

TReMu: Towards Neuro-Symbolic Temporal Reasoning for LLM-Agents with Memory in Multi-Session Dialogues ACL 2025

AIRepr: An Analyst-Inspector Framework for Evaluating Reproducibility of LLMs in Data Science EMNLP 2025

LyS at SemEval 2025 Task 8: Zero-Shot Code Generation for Tabular QA ACL 2025

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

TeXpert: A Multi-Level Benchmark for Evaluating LaTeX Code Generation by LLMs ACL 2025

Do Code Semantics Help? A Comprehensive Study on Execution Trace-Based Information for Code Large Language Models EMNLP 2025

BenchMAX: A Comprehensive Multilingual Evaluation Suite for Large Language Models EMNLP 2025

CodeDiffuser: Attention-Enhanced Diffusion Policy via VLM-Generated Code for Instruction Ambiguity RSS 2025

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

I2R-NLP at SemEval-2025 Task 8: Question Answering on Tabular Data ACL 2025

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

Grammar-Based Code Representation: Is It a Worthy Pursuit for LLMs? ACL 2025

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

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

KnowCoder-X: Boosting Multilingual Information Extraction via Code ACL 2025

TableCoder: Table Extraction from Text via Reliable Code Generation ACL 2025

SelfRACG: Enabling LLMs to Self-Express and Retrieve for Code Generation EMNLP 2025

CodeArena: Evaluating and Aligning CodeLLMs on Human Preference EMNLP 2025

Bridge-Coder: Transferring Model Capabilities from High-Resource to Low-Resource Programming Language ACL 2025

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

Predicate-Guided Generation for Mathematical Reasoning EMNLP 2025

Teaching Your Models to Understand Code via Focal Preference Alignment EMNLP 2025

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