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

NLP+Code: Code Intelligence in Language Models EMNLP 2025

WebMMU: A Benchmark for Multimodal Multilingual Website Understanding and Code Generation EMNLP 2025

AutoSDT: Scaling Data-Driven Discovery Tasks Toward Open Co-Scientists EMNLP 2025

Process-Supervised Reinforcement Learning for Code Generation EMNLP 2025

Predicate-Guided Generation for Mathematical Reasoning EMNLP 2025

Adapt LLM for Multi-turn Reasoning QA using Tidy Data COLING 2025

CodeArena: Evaluating and Aligning CodeLLMs on Human Preference EMNLP 2025

Reliable and Cost-Effective Exploratory Data Analysis via Graph-Guided RAG EMNLP 2025

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

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

sonrobok4 Team at SemEval-2025 Task 8: Question Answering over Tabular Data Using Pandas and Large Language Models SEMEVAL 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

MRT at SemEval-2025 Task 8: Maximizing Recovery from Tables with Multiple Steps ACL 2025

G-MACT at SemEval-2025 Task 8: Exploring Planning and Tool Use in Question Answering over Tabular Data ACL 2025

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

PDC & DM-SFT: A Road for LLM SQL Bug-Fix Enhancing COLING 2025

Demystifying the Power of Large Language Models in Graph Generation NAACL 2025

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

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

MojoBench: Language Modeling and Benchmarks for Mojo NAACL 2025

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

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

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

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