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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

Demystifying the Power of Large Language Models in Graph Generation NAACL 2025
Self-play through Computational Runtimes improves Chart Reasoning ACL 2025
CAD-Recode: Reverse Engineering CAD Code from Point Clouds ICCV 2025
WebUIBench: A Comprehensive Benchmark for Evaluating Multimodal Large Language Models in WebUI-to-Code ACL 2025
MRT at SemEval-2025 Task 8: Maximizing Recovery from Tables with Multiple Steps ACL 2025
Rethinking Repetition Problems of LLMs in Code Generation ACL 2025
G-MACT at SemEval-2025 Task 8: Exploring Planning and Tool Use in Question Answering over Tabular Data ACL 2025
Qwen2.5-xCoder: Multi-Agent Collaboration for Multilingual Code Instruction Tuning ACL 2025
CodeDPO: Aligning Code Models with Self Generated and Verified Source Code ACL 2025
CodeScientist: End-to-End Semi-Automated Scientific Discovery with Code-based Experimentation ACL 2025
Saama Technologies at SemEval-2025 Task 8: Few-shot prompting with LLM-generated examples for question answering on tabular data ACL 2025
Beyond Sequences: Two-dimensional Representation and Dependency Encoding for Code Generation ACL 2025
Core Intelligence at SemEval-2025 Task 8: Multi-hop LLM Agent for Tabular Question Answering ACL 2025
MLAlgo-Bench: Can Machines Implement Machine Learning Algorithms? EMNLP 2025
Can LLMs Generate High-Quality Test Cases for Algorithm Problems? TestCase-Eval: A Systematic Evaluation of Fault Coverage and Exposure ACL 2025
AILS-NTUA at SemEval-2025 Task 8: Language-to-Code prompting and Error Fixing for Tabular Question Answering ACL 2025
Scaling Text-Rich Image Understanding via Code-Guided Synthetic Multimodal Data Generation ACL 2025
Uncovering the Impact of Chain-of-Thought Reasoning for Direct Preference Optimization: Lessons from Text-to-SQL ACL 2025
Can LLMs Reason About Program Semantics? A Comprehensive Evaluation of LLMs on Formal Specification Inference ACL 2025
LLM Agents Making Agent Tools ACL 2025
ETF: An Entity Tracing Framework for Hallucination Detection in Code Summaries ACL 2025
KnowCoder-X: Boosting Multilingual Information Extraction via Code ACL 2025
NBDESCRIB: A Dataset for Text Description Generation from Tables and Code in Jupyter Notebooks with Guidelines ACL 2025
Evaluating Intermediate Reasoning of Code-Assisted Large Language Models for Mathematics ACL 2025
Alignment with Fill-In-the-Middle for Enhancing Code Generation EMNLP 2025