HumanEval Pro and MBPP Pro: Evaluating Large Language Models on Self-invoking Code Generation Dec 30, 2024 Code Generation HumanEval
Code Code Available 5 Data-efficient LLM Fine-tuning for Code Generation Apr 17, 2025 Code Generation GPU
Code Code Available 5 DACO: Towards Application-Driven and Comprehensive Data Analysis via Code Generation Mar 4, 2024 2k Code Generation
Code Code Available 5 How Do Your Code LLMs Perform? Empowering Code Instruction Tuning with High-Quality Data Sep 5, 2024 Code Generation Diversity
Code Code Available 5 HumanEval-V: Evaluating Visual Understanding and Reasoning Abilities of Large Multimodal Models Through Coding Tasks Oct 16, 2024 Code Generation HumanEval
Code Code Available 5 CS-Bench: A Comprehensive Benchmark for Large Language Models towards Computer Science Mastery Jun 12, 2024 Code Generation
Code Code Available 5 CWEval: Outcome-driven Evaluation on Functionality and Security of LLM Code Generation Jan 14, 2025 Code Generation
Code Code Available 5 GUI Element Detection Using SOTA YOLO Deep Learning Models Aug 7, 2024 2D Object Detection Code Generation
Code Code Available 5 GRILLBot In Practice: Lessons and Tradeoffs Deploying Large Language Models for Adaptable Conversational Task Assistants Feb 12, 2024 Code Generation Management
Code Code Available 5 Automating the Design of Multigrid Methods with Evolutionary Program Synthesis Dec 22, 2023 Code Generation Program Synthesis
Code Code Available 5 CoTexT: Multi-task Learning with Code-Text Transformer May 18, 2021 Code Generation Code Summarization
Code Code Available 5 HALO: Hierarchical Autonomous Logic-Oriented Orchestration for Multi-Agent LLM Systems May 17, 2025 Arithmetic Reasoning Code Generation
Code Code Available 5 HumanEval-XL: A Multilingual Code Generation Benchmark for Cross-lingual Natural Language Generalization Feb 26, 2024 Code Generation HumanEval
Code Code Available 5 GitChameleon: Unmasking the Version-Switching Capabilities of Code Generation Models Nov 5, 2024 Code Completion Code Generation
Code Code Available 5 Controlling Conditional Language Models without Catastrophic Forgetting Dec 1, 2021 Abstractive Text Summarization Code Generation
Code Code Available 5 Analysis of Tree-Structured Architectures for Code Generation Aug 1, 2021 Code Generation
Code Code Available 5 Large Language Models for Code: Security Hardening and Adversarial Testing Feb 10, 2023 Code Generation Program Synthesis
Code Code Available 5 GNNBuilder: An Automated Framework for Generic Graph Neural Network Accelerator Generation, Simulation, and Optimization Mar 29, 2023 Code Generation CPU
Code Code Available 5 Automatic Generation of Python Programs Using Context-Free Grammars Mar 11, 2024 Code Generation
Code Code Available 5 Getting the most out of your tokenizer for pre-training and domain adaptation Feb 1, 2024 Code Generation Domain Adaptation
Code Code Available 5 Copiloting the Copilots: Fusing Large Language Models with Completion Engines for Automated Program Repair Sep 1, 2023 Code Generation Program Repair
Code Code Available 5 Automatic Unit Test Data Generation and Actor-Critic Reinforcement Learning for Code Synthesis Oct 20, 2023 Code Generation Language Modelling
Code Code Available 5 Constrained Decoding for Secure Code Generation Apr 30, 2024 Code Generation
Code Code Available 5 Automatic Code Generation using Pre-Trained Language Models Feb 21, 2021 Code Generation
Code Code Available 5 CYCLE: Learning to Self-Refine the Code Generation Mar 27, 2024 Code Generation HumanEval
Code Code Available 5 ContraCLM: Contrastive Learning For Causal Language Model Oct 3, 2022 Code Generation Code Search
Code Code Available 5 Compositional Exemplars for In-context Learning Feb 11, 2023 Code Generation Contrastive Learning
Code Code Available 5 Compliance-to-Code: Enhancing Financial Compliance Checking via Code Generation May 26, 2025 Code Generation
Code Code Available 5 AutoP2C: An LLM-Based Agent Framework for Code Repository Generation from Multimodal Content in Academic Papers Apr 28, 2025 Code Generation
Code Code Available 5 Asleep at the Keyboard? Assessing the Security of GitHub Copilot's Code Contributions Aug 20, 2021 Code Generation Diversity
Code Code Available 5 Generating Code World Models with Large Language Models Guided by Monte Carlo Tree Search May 24, 2024 Code Generation Language Modelling
Code Code Available 5 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 5 Gemini: A Family of Highly Capable Multimodal Models Dec 19, 2023 1 Image, 2*2 Stitching Arithmetic Reasoning
Code Code Available 5 Hierarchical Prompting Taxonomy: A Universal Evaluation Framework for Large Language Models Aligned with Human Cognitive Principles Jun 18, 2024 Arithmetic Reasoning Code Generation
Code Code Available 5 Generating Data for Symbolic Language with Large Language Models May 23, 2023 Code Generation Semantic Parsing
Code Code Available 5 FullFront: Benchmarking MLLMs Across the Full Front-End Engineering Workflow May 23, 2025 Benchmarking Code Generation
Code Code Available 5 CoreCodeBench: A Configurable Multi-Scenario Repository-Level Benchmark Jul 4, 2025 Bug fixing Code Generation
Code Code Available 5 FVEval: Understanding Language Model Capabilities in Formal Verification of Digital Hardware Oct 15, 2024 Code Generation Language Modeling
Code Code Available 5 A Multitask, Multilingual, Multimodal Evaluation of ChatGPT on Reasoning, Hallucination, and Interactivity Feb 8, 2023 Code Generation Hallucination
Code Code Available 5 Code-Vision: Evaluating Multimodal LLMs Logic Understanding and Code Generation Capabilities Feb 17, 2025 Code Generation HumanEval
Code Code Available 5 CodeTrans: Towards Cracking the Language of Silicon's Code Through Self-Supervised Deep Learning and High Performance Computing Apr 6, 2021 API Sequence Recommendation Code Comment Generation
Code Code Available 5 CodeXGLUE: A Machine Learning Benchmark Dataset for Code Understanding and Generation Feb 9, 2021 BIG-bench Machine Learning Clone Detection
Code Code Available 5 AutoDroid-V2: Boosting SLM-based GUI Agents via Code Generation Dec 24, 2024 Code Generation
Code Code Available 5 BEEAR: Embedding-based Adversarial Removal of Safety Backdoors in Instruction-tuned Language Models Jun 24, 2024 Code Generation
Code Code Available 5 AutoDiCE: Fully Automated Distributed CNN Inference at the Edge Jul 20, 2022 Code Generation image-classification
Code Code Available 5 Benchmarking and Explaining Large Language Model-based Code Generation: A Causality-Centric Approach Oct 10, 2023 Benchmarking Code Generation
Code Code Available 5 CodeT5: Identifier-aware Unified Pre-trained Encoder-Decoder Models for Code Understanding and Generation Sep 2, 2021 Clone Detection Code Generation
Code Code Available 5 From Things' Modeling Language (ThingML) to Things' Machine Learning (ThingML2) Sep 22, 2020 BIG-bench Machine Learning Code Generation
Code Code Available 5 Benchmarking Language Model Creativity: A Case Study on Code Generation Jul 12, 2024 Benchmarking Code Generation
Code Code Available 5 CodeScope: An Execution-based Multilingual Multitask Multidimensional Benchmark for Evaluating LLMs on Code Understanding and Generation Nov 14, 2023 Code Generation
Code Code Available 5 