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Artificial Intelligence › Core AI ›

Code Generation

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Papers

What Makes AI Research Replicable? Executable Knowledge Graphs as Scientific Knowledge Representations ACL 2026

CodeDistiller: Automatically Generating Code Libraries for Scientific Coding Agents ACL 2026

Bridging Kernel Drivers and Virtual Device Models with LLM-Powered Automation ACL 2026

ScaleBox: Enabling High-Fidelity and Scalable Code Verification for Large Language Models ACL 2026

Formally Specifying the Intended Behavior of the Program: LLM-Driven Neuro-Symbolic Program Specification Synthesis ACL 2026

AgentFactory: A Self-Evolving Framework Through Executable Subagent Accumulation and Reuse ACL 2026

Think Less, Code Better: Probing When Chain-of-Thought Hurts and How to Route Around It ACL 2026

Beyond Discrete Search: Divergent Thinking as Intention Optimization in Latent Space ACL 2026

TeachMaster: Generative Teaching via Code ACL 2026

Reason-Code: Reliable Code Generation via Test-Driven Monte Carlo Tree Search ACL 2026

Think Like You Execute: Verifiable Chain of Thought from Program Traces ACL 2026

OmniOData: Unleashing Small Language Models for OData Query Generation with Synthetic Data and Reinforcement Learning ACL 2026

Benchmarking Testing in Automated Theorem Proving ACL 2026

Can LLMs Obfuscate Code? A Systematic Analysis of Large Language Models into Assembly Code Obfuscation AAAI 2025

CodeAnubad at BLP-2025 Task 2: Efficient Bangla-to-Python Code Generation via Iterative LoRA Fine-Tuning of Gemma-2 AACL 2025

Troopers at BLP-2025 Task 2: Reward-Selective Fine-Tuning based Code Generation Approach for Bangla Prompts AACL 2025

PyBangla at BLP-2025 Task 2: Enhancing Bangla-to-Python Code Generation with Iterative Self-Correction and Multilingual Agents AACL 2025

DACO: Towards Application-Driven and Comprehensive Data Analysis via Code Generation NIPS 2024

Iterative Refinement of Project-Level Code Context for Precise Code Generation with Compiler Feedback ACL 2024

Comments as Natural Logic Pivots: Improve Code Generation via Comment Perspective ACL 2024

Monitor-Guided Decoding of Code LMs with Static Analysis of Repository Context NIPS 2023

RepoCoder: Repository-Level Code Completion Through Iterative Retrieval and Generation EMNLP 2023

The impact of lexical and grammatical processing on generating code from natural language ACL 2022

TAG : Type Auxiliary Guiding for Code Comment Generation ACL 2020