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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

WebUIBench: A Comprehensive Benchmark for Evaluating Multimodal Large Language Models in WebUI-to-Code ACL 2025
Towards Better Understanding of Program-of-Thought Reasoning in Cross-Lingual and Multilingual Environments ACL 2025
Nested-Refinement Metamorphosis: Reflective Evolution for Efficient Optimization of Networking Problems ACL 2025
Code-SPA: Style Preference Alignment to Large Language Models for Effective and Robust Code Debugging ACL 2025
DynaCode: A Dynamic Complexity-Aware Code Benchmark for Evaluating Large Language Models in Code Generation ACL 2025
Evaluating LLMs’ Mathematical and Coding Competency through Ontology-guided Interventions ACL 2025
111DUT at SemEval-2025 Task 8:Hierarchical Chain-of-Thought Reasoning and Multi-Model Deliberation for Robust TableQA ACL 2025
OseiBrefo-Liang at SemEval-2025 Task 8 : A Multi-Agent LLM code generation approach for answering Tabular Questions ACL 2025
sonrobok4 Team at SemEval-2025 Task 8: Question Answering over Tabular Data Using Pandas and Large Language Models ACL 2025
QleverAnswering-PUCRS at SemEval-2025 Task 8: Exploring LLM agents, code generation and correction for Table Question Answering ACL 2025
ITUNLP at SemEval-2025 Task 8: Question-Answering over Tabular Data: A Zero-Shot Approach using LLM-Driven Code Generation ACL 2025
Translating Tax Law to Code with LLMs: A Benchmark and Evaluation Framework EMNLP 2025
Scalability of LLM-Based Multi-Agent Systems for Scientific Code Generation: A Preliminary Study EMNLP 2025
CUET_Expelliarmus at BLP2025 Task 2: Leveraging Instruction Translation and Refinement for Bangla-to-Python Code Generation with Open-Source LLMs IJCNLP 2025
CodeRAG-Bench: Can Retrieval Augment Code Generation? NAACL 2025
Game Development as Human-LLM Interaction ACL 2025
RoCode: A Dataset for Measuring Code Intelligence from Problem Definitions in Romanian COLING 2024
LeDex: Training LLMs to Better Self-Debug and Explain Code NIPS 2024
AlchemistCoder: Harmonizing and Eliciting Code Capability by Hindsight Tuning on Multi-source Data NIPS 2024
EffiBench: Benchmarking the Efficiency of Automatically Generated Code NIPS 2024
Mercury: A Code Efficiency Benchmark for Code Large Language Models NIPS 2024
Grammar-Aligned Decoding NIPS 2024
Is Programming by Example Solved by LLMs? NIPS 2024
MAGIS: LLM-Based Multi-Agent Framework for GitHub Issue Resolution NIPS 2024
Generating Code World Models with Large Language Models Guided by Monte Carlo Tree Search NIPS 2024