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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

UCSC at SemEval-2025 Task 8: Question Answering over Tabular Data ACL 2025
HITSZ-HLT at SemEval-2025 Task 8: Multi-turn Interactive Code Generation for Question Answering on Tabular Data ACL 2025
AIRepr: An Analyst-Inspector Framework for Evaluating Reproducibility of LLMs in Data Science EMNLP 2025
Do Code Semantics Help? A Comprehensive Study on Execution Trace-Based Information for Code Large Language Models EMNLP 2025
Breaking the Attention Trap in Code LLMs: A Rejection Sampling Approach to Enhance Code Execution Prediction EMNLP 2025
MATCH: Task-Driven Code Evaluation through Contrastive Learning EMNLP 2025
Speculative Decoding for Multi-Sample Inference EMNLP 2025
MLAlgo-Bench: Can Machines Implement Machine Learning Algorithms? EMNLP 2025
S*: Test Time Scaling for Code Generation EMNLP 2025
VisualEDU: A Benchmark for Assessing Coding and Visual Comprehension through Educational Problem-Solving Video Generation EMNLP 2025
BenchMAX: A Comprehensive Multilingual Evaluation Suite for Large Language Models EMNLP 2025
Zero-shot Graph Reasoning via Retrieval Augmented Framework with LLMs EMNLP 2025
Quality Assessment of Tabular Data using Large Language Models and Code Generation EMNLP 2025
Revisit Self-Debugging with Self-Generated Tests for Code Generation ACL 2025
PARSE: LLM Driven Schema Optimization for Reliable Entity Extraction EMNLP 2025
How to Teach Programming in the AI Era? Using LLMs as a Teachable Agent for Debugging (Extended Abstract) IJCAI 2025
Few-Shot Natural Language to First-Order Logic Translation via Code Generation NAACL 2025
ExploraCoder: Advancing Code Generation for Multiple Unseen APIs via Planning and Chained Exploration ACL 2025
Design2Code: Benchmarking Multimodal Code Generation for Automated Front-End Engineering NAACL 2025
CodexGraph: Bridging Large Language Models and Code Repositories via Code Graph Databases NAACL 2025
Learning to Solve Domain-Specific Calculation Problems with Knowledge-Intensive Programs Generator NAACL 2025
Benchmarking Language Model Creativity: A Case Study on Code Generation NAACL 2025
SlideCoder: Layout-aware RAG-enhanced Hierarchical Slide Generation from Design EMNLP 2025
CodeTool: Enhancing Programmatic Tool Invocation of LLMs via Process Supervision ACL 2025
Alignment with Fill-In-the-Middle for Enhancing Code Generation EMNLP 2025