Fault-Aware Neural Code Rankers Jun 4, 2022 Code Generation HumanEval
Code Code Available CoTexT: Multi-task Learning with Code-Text Transformer May 18, 2021 Code Generation Code Summarization
Code Code Available SlideCoder: Layout-aware RAG-enhanced Hierarchical Slide Generation from Design Jun 9, 2025 Code Generation RAG
Code Code Available EffiLearner: Enhancing Efficiency of Generated Code via Self-Optimization May 24, 2024 Code Generation HumanEval
Code Code Available Exploring Parameter-Efficient Fine-Tuning Techniques for Code Generation with Large Language Models Aug 21, 2023 Code Generation In-Context Learning
Code Code Available Exploring Dynamic Selection of Branch Expansion Orders for Code Generation Jun 1, 2021 Code Generation
Code Code Available VulScribeR: Exploring RAG-based Vulnerability Augmentation with LLMs Aug 7, 2024 Code Generation Data Augmentation
Code Code Available Exploiting LLM Quantization May 28, 2024 Code Generation Quantization
Code Code Available Extend Model Merging from Fine-Tuned to Pre-Trained Large Language Models via Weight Disentanglement Aug 6, 2024 Code Generation Disentanglement
Code Code Available A parallel corpus of Python functions and documentation strings for automated code documentation and code generation Jul 7, 2017 Code Generation Data Augmentation
Code Code Available Execution-based Code Generation using Deep Reinforcement Learning Jan 31, 2023 Code Completion Code Generation
Code Code Available BioCoder: A Benchmark for Bioinformatics Code Generation with Large Language Models Aug 31, 2023 Code Generation
Code Code Available COAST: Enhancing the Code Debugging Ability of LLMs through Communicative Agent Based Data Synthesis Aug 9, 2024 Code Generation Code Repair
Code Code Available BigO(Bench) -- Can LLMs Generate Code with Controlled Time and Space Complexity? Mar 19, 2025 Code Generation
Code Code Available Compliance-to-Code: Enhancing Financial Compliance Checking via Code Generation May 26, 2025 Code Generation
Code Code Available AutoSafeCoder: A Multi-Agent Framework for Securing LLM Code Generation through Static Analysis and Fuzz Testing Sep 16, 2024 Code Generation Program Synthesis
Code Code Available Entropy-Regularized Token-Level Policy Optimization for Language Agent Reinforcement Feb 9, 2024 Code Generation Decision Making
Code Code Available EPiC: Cost-effective Search-based Prompt Engineering of LLMs for Code Generation Aug 20, 2024 Code Generation Prompt Engineering
Code Code Available Execution-Based Evaluation for Open-Domain Code Generation Dec 20, 2022 Code Generation Memorization
Code Code Available EffiCoder: Enhancing Code Generation in Large Language Models through Efficiency-Aware Fine-tuning Oct 14, 2024 Code Generation
Code Code Available EffiBench-X: A Multi-Language Benchmark for Measuring Efficiency of LLM-Generated Code May 19, 2025 Code Generation
Code Code Available Embedding API Dependency Graph for Neural Code Generation Mar 29, 2021 Code Generation Decoder
Code Code Available Dynamics of Instruction Tuning: Each Ability of Large Language Models Has Its Own Growth Pace Oct 30, 2023 Code Generation Logical Reasoning
Code Code Available ANPL: Towards Natural Programming with Interactive Decomposition May 29, 2023 ARC Code Generation
Code Code Available A Dynamic LLM-Powered Agent Network for Task-Oriented Agent Collaboration Oct 3, 2023 Arithmetic Reasoning Code Generation
Code Code Available Teach me how to Label: Labeling Functions from Natural Language with Text-to-text Transformers Jan 18, 2021 Code Generation Semantic Parsing
Code Code Available B4: Towards Optimal Assessment of Plausible Code Solutions with Plausible Tests Sep 13, 2024 Code Generation
Code Code Available Text2App: A Framework for Creating Android Apps from Text Descriptions Apr 16, 2021 Code Generation Language Modeling
Code Code Available Effective LLM-Driven Code Generation with Pythoness Jan 3, 2025 Code Generation
Code Code Available Energy-Based Models for Code Generation under Compilability Constraints Jun 9, 2021 Code Completion Code Generation
Code Code Available ThingML+ Augmenting Model-Driven Software Engineering for the Internet of Things with Machine Learning Sep 22, 2020 BIG-bench Machine Learning Code Generation
Code Code Available DolphCoder: Echo-Locating Code Large Language Models with Diverse and Multi-Objective Instruction Tuning Feb 14, 2024 Code Generation HumanEval
Code Code Available DocuMint: Docstring Generation for Python using Small Language Models May 16, 2024 Benchmarking Code Generation
Code Code Available ContraCLM: Contrastive Learning For Causal Language Model Oct 3, 2022 Code Generation Code Search
Code Code Available Beyond Correctness: Benchmarking Multi-dimensional Code Generation for Large Language Models Jul 16, 2024 Benchmarking Code Generation
Code Code Available Controlling Conditional Language Models without Catastrophic Forgetting Dec 1, 2021 Abstractive Text Summarization Code Generation
Code Code Available CYCLE: Learning to Self-Refine the Code Generation Mar 27, 2024 Code Generation HumanEval
Code Code Available Beyond Autoregression: Fast LLMs via Self-Distillation Through Time Oct 28, 2024 Automated Theorem Proving Code Generation
Code Code Available BEEAR: Embedding-based Adversarial Removal of Safety Backdoors in Instruction-tuned Language Models Jun 24, 2024 Code Generation
Code Code Available TuRTLe: A Unified Evaluation of LLMs for RTL Generation Mar 31, 2025 Code Generation
Code Code Available Unified Pre-training for Program Understanding and Generation Mar 10, 2021 Clone Detection Code Generation
Code Code Available Copiloting the Copilots: Fusing Large Language Models with Completion Engines for Automated Program Repair Sep 1, 2023 Code Generation Program Repair
Code Code Available Benchmarking and Explaining Large Language Model-based Code Generation: A Causality-Centric Approach Oct 10, 2023 Benchmarking Code Generation
Code Code Available Beyond Accuracy: Evaluating Self-Consistency of Code Large Language Models with IdentityChain Oct 21, 2023 Code Generation Code Summarization
Code Code Available Between Lines of Code: Unraveling the Distinct Patterns of Machine and Human Programmers Jan 12, 2024 Code Generation Diversity
Code Code Available Diffusion-based Aesthetic QR Code Generation via Scanning-Robust Perceptual Guidance Mar 23, 2024 Code Generation
Code Code Available Benchmarking Data Science Agents Feb 27, 2024 Benchmarking Code Generation
Code Code Available VeriThoughts: Enabling Automated Verilog Code Generation using Reasoning and Formal Verification May 16, 2025 Code Generation
Code Code Available LiCoEval: Evaluating LLMs on License Compliance in Code Generation Aug 5, 2024 Code Generation
Code Code Available Enhancing Cross-Tokenizer Knowledge Distillation with Contextual Dynamical Mapping Feb 16, 2025 Code Generation Instruction Following
Code Code Available 