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

LLMs Unleashed: Generating Protocol Code from RFC Specifications AAAI 2026

RPM-MCTS: Knowledge-Retrieval as Process Reward Model with Monte Carlo Tree Search for Code Generation AAAI 2026

code-transformed: The Influence of Large Language Models on Code EACL 2026

Intention Chain-of-Thought Prompting with Dynamic Routing for Code Generation AAAI 2026

A Solver-in-the-Loop Framework for Improving LLMs on Answer Set Programming for Logic Puzzle Solving AAAI 2026

Large Language Model Unlearning for Source Code AAAI 2026

SYMDIREC: A Neuro-Symbolic Divide-Retrieve-Conquer Framework for Enhanced RTL Synthesis and Summarization EACL 2026

Marking Code Without Breaking It: Code Watermarking for Detecting LLM-Generated Code EACL 2026

From Code-Centric to Concept-Centric: Teaching NLP with LLM-Assisted "Vibe Coding” EACL 2026

Failure Localization in Multi-Agent Code Generation via Knowledge-Guided and Transferable Reasoning AAAI 2026

The Semantic Architect: How FEAML Bridges Structured Data and LLMs for Multi-Label Tasks AAAI 2026

DiffBench Meets DiffAgent: End-to-End LLM-Driven Diffusion Acceleration Code Generation AAAI 2026

Towards Better Correctness and Efficiency in Code Generation AAAI 2026

QiMeng-CRUX: Narrowing the Gap Between Natural Language and Verilog via Core Refined Understanding eXpression AAAI 2026

AICD Bench: A Challenging Benchmark for AI-Generated Code Detection EACL 2026

CODMAS: A Dialectic Multi-Agent Collaborative Framework for Structured RTL Optimization EACL 2026

I-MCTS: Enhancing Agentic AutoML via Introspective Monte Carlo Tree Search EACL 2026

CodeGuard: Improving LLM Guardrails in CS Education EACL 2026

NL2Logic: AST-Guided Translation of Natural Language into First-Order Logic with Large Language Models EACL 2026

MapCoder-Lite: Distilling Multi-Agent Coding into a Single Small LLM EACL 2026

Aligning Text, Code, and Vision: A Multi-Objective Reinforcement Learning Framework for Text-to-Visualization EACL 2026

Disturbance-based Discretization, Differentiable IDS Channel, and an IDS-Correcting Code for DNA-based Storage AAAI 2026

HogVul: Black-box Adversarial Code Generation Framework Against LM-based Vulnerability Detectors AAAI 2026

SAPO: Self-Adaptive Process Optimization Makes Small Reasoners Stronger AAAI 2026

Dynamic-Static Synergistic Selection Method for Candidate Code Solutions with Generated Test Cases AAAI 2026