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

NLP+Code: Code Intelligence in Language Models EMNLP 2025

Firefly Team at SemEval-2025 Task 8: Question-Answering over Tabular Data using SQL/Python generation with Closed-Source Large Language Models SEMEVAL 2025

Zero-shot Graph Reasoning via Retrieval Augmented Framework with LLMs EMNLP 2025

CodeScientist: End-to-End Semi-Automated Scientific Discovery with Code-based Experimentation ACL 2025

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

Rethinking Repetition Problems of LLMs in Code Generation ACL 2025

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

More Than a Score: Probing the Impact of Prompt Specificity on LLM Code Generation IJCNLP 2025

ScratchEval: Are GPT-4o Smarter than My Child? Evaluating Large Multimodal Models with Visual Programming Challenges NAACL 2025

TaCIE: Enhancing Instruction Comprehension in Large Language Models through Task-Centred Instruction Evolution COLING 2025

Multi-perspective Preference Alignment of LLMs for Programming-Community Question Answering COLING 2025

Rethinking-based Code Summarization with Chain of Comments COLING 2025

Aligning Complex Knowledge Graph Question Answering as Knowledge-Aware Constrained Code Generation COLING 2025

CodeRAG-Bench: Can Retrieval Augment Code Generation? NAACL 2025

Can LLMs Generate High-Quality Test Cases for Algorithm Problems? TestCase-Eval: A Systematic Evaluation of Fault Coverage and Exposure ACL 2025

Investigating the Transferability of Code Repair for Low-Resource Programming Languages NAACL 2025

How Diversely Can Language Models Solve Problems? Exploring the Algorithmic Diversity of Model-Generated Code EMNLP 2025

MojoBench: Language Modeling and Benchmarks for Mojo NAACL 2025

Enhancing Cross-Language Code Translation via Task-Specific Embedding Alignment in Retrieval-Augmented Generation NAACL 2025

GeoCoder: Solving Geometry Problems by Generating Modular Code through Vision-Language Models NAACL 2025

SecV: LLM-based Secure Verilog Generation with Clue-Guided Exploration on Hardware-CWE Knowledge Graph IJCAI 2025

AssertionBench: A Benchmark to Evaluate Large-Language Models for Assertion Generation NAACL 2025

Tree-of-Evolution: Tree-Structured Instruction Evolution for Code Generation in Large Language Models ACL 2025

GraphEval36K: Benchmarking Coding and Reasoning Capabilities of Large Language Models on Graph Datasets NAACL 2025

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