HumanEval Pro and MBPP Pro: Evaluating Large Language Models on Self-invoking Code Generation Dec 30, 2024 Code Generation HumanEval
Code Code Available B4: Towards Optimal Assessment of Plausible Code Solutions with Plausible Tests Sep 13, 2024 Code Generation
Code Code Available AdaptiveStep: Automatically Dividing Reasoning Step through Model Confidence Feb 19, 2025 Code Generation Decision Making
Code Code Available Getting the most out of your tokenizer for pre-training and domain adaptation Feb 1, 2024 Code Generation Domain Adaptation
Code Code Available Generating Data for Symbolic Language with Large Language Models May 23, 2023 Code Generation Semantic Parsing
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 BioCoder: A Benchmark for Bioinformatics Code Generation with Large Language Models Aug 31, 2023 Code Generation
Code Code Available Can Large Language Models Solve Robot Routing? Mar 16, 2024 Code Generation Text-to-Code Generation
Code Code Available From Things' Modeling Language (ThingML) to Things' Machine Learning (ThingML2) Sep 22, 2020 BIG-bench Machine Learning Code Generation
Code Code Available FullFront: Benchmarking MLLMs Across the Full Front-End Engineering Workflow May 23, 2025 Benchmarking Code Generation
Code Code Available Automating the Design of Multigrid Methods with Evolutionary Program Synthesis Dec 22, 2023 Code Generation Program Synthesis
Code Code Available BigO(Bench) -- Can LLMs Generate Code with Controlled Time and Space Complexity? Mar 19, 2025 Code Generation
Code Code Available FVEval: Understanding Language Model Capabilities in Formal Verification of Digital Hardware Oct 15, 2024 Code Generation Language Modeling
Code Code Available GitChameleon: Unmasking the Version-Switching Capabilities of Code Generation Models Nov 5, 2024 Code Completion 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 Analysis of Tree-Structured Architectures for Code Generation Aug 1, 2021 Code Generation
Code Code Available Exploring Dynamic Selection of Branch Expansion Orders for Code Generation Jun 1, 2021 Code Generation
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 Execution-based Code Generation using Deep Reinforcement Learning Jan 31, 2023 Code Completion Code Generation
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 Automatic Unit Test Data Generation and Actor-Critic Reinforcement Learning for Code Synthesis Oct 20, 2023 Code Generation Language Modelling
Code Code Available Automatic Generation of Python Programs Using Context-Free Grammars Mar 11, 2024 Code Generation
Code Code Available Execution-Based Evaluation for Open-Domain Code Generation Dec 20, 2022 Code Generation Memorization
Code Code Available Automatic Code Generation using Pre-Trained Language Models Feb 21, 2021 Code Generation
Code Code Available Entropy-Regularized Token-Level Policy Optimization for Language Agent Reinforcement Feb 9, 2024 Code Generation Decision Making
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 EPiC: Cost-effective Search-based Prompt Engineering of LLMs for Code Generation Aug 20, 2024 Code Generation Prompt Engineering
Code Code Available AutoP2C: An LLM-Based Agent Framework for Code Repository Generation from Multimodal Content in Academic Papers Apr 28, 2025 Code Generation
Code Code Available Asleep at the Keyboard? Assessing the Security of GitHub Copilot's Code Contributions Aug 20, 2021 Code Generation Diversity
Code Code Available Energy-Based Models for Code Generation under Compilability Constraints Jun 9, 2021 Code Completion Code Generation
Code Code Available Enhancing Cross-Tokenizer Knowledge Distillation with Contextual Dynamical Mapping Feb 16, 2025 Code Generation Instruction Following
Code Code Available Gemini: A Family of Highly Capable Multimodal Models Dec 19, 2023 1 Image, 2*2 Stitching Arithmetic Reasoning
Code Code Available Generating Code World Models with Large Language Models Guided by Monte Carlo Tree Search May 24, 2024 Code Generation Language Modelling
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 FastSpec: Scalable Generation and Detection of Spectre Gadgets Using Neural Embeddings Jun 25, 2020 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 A Multitask, Multilingual, Multimodal Evaluation of ChatGPT on Reasoning, Hallucination, and Interactivity Feb 8, 2023 Code Generation Hallucination
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 GRILLBot In Practice: Lessons and Tradeoffs Deploying Large Language Models for Adaptable Conversational Task Assistants Feb 12, 2024 Code Generation Management
Code Code Available AutoDroid-V2: Boosting SLM-based GUI Agents via Code Generation Dec 24, 2024 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 AutoDiCE: Fully Automated Distributed CNN Inference at the Edge Jul 20, 2022 Code Generation image-classification
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 DocuMint: Docstring Generation for Python using Small Language Models May 16, 2024 Benchmarking 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 Diffusion-based Aesthetic QR Code Generation via Scanning-Robust Perceptual Guidance Mar 23, 2024 Code Generation
Code Code Available Discovering Autoregressive Orderings with Variational Inference Jan 1, 2021 Code Generation Image Captioning
Code Code Available 