Semantic Captioning: Benchmark Dataset and Graph-Aware Few-Shot In-Context Learning for SQL2Text Jan 6, 2025 Code Generation In-Context Learning
Code Code Available LLM Performance for Code Generation on Noisy Tasks May 29, 2025 Benchmarking Code Generation
Code Code Available An Empirical Study on Strong-Weak Model Collaboration for Repo-level Code Generation May 26, 2025 Code Generation GitHub issue resolution
Code Code Available LLM & HPC:Benchmarking DeepSeek's Performance in High-Performance Computing Tasks Mar 15, 2025 Code Generation
Code Code Available LLM Hallucinations in Practical Code Generation: Phenomena, Mechanism, and Mitigation Sep 30, 2024 Code Generation Hallucination
Code Code Available CodeGRU: Context-aware Deep Learning with Gated Recurrent Unit for Source Code Modeling Mar 3, 2019 Code Completion Code Generation
Code Code Available Bugs in Large Language Models Generated Code: An Empirical Study Mar 13, 2024 Attribute Code Generation
Code Code Available Evaluating Judges as Evaluators: The JETTS Benchmark of LLM-as-Judges as Test-Time Scaling Evaluators Apr 21, 2025 Code Generation Instruction Following
Code Code Available Evaluating In-Context Learning of Libraries for Code Generation Nov 16, 2023 Code Generation In-Context Learning
Code Code Available LLM Augmented LLMs: Expanding Capabilities through Composition Jan 4, 2024 Arithmetic Reasoning Code Generation
Code Code Available LLM4VV: Developing LLM-Driven Testsuite for Compiler Validation Oct 8, 2023 Code Generation Prompt Engineering
Code Code Available Evaluating How Fine-tuning on Bimodal Data Effects Code Generation Nov 15, 2022 Code Generation HumanEval
Code Code Available An Analyst-Inspector Framework for Evaluating Reproducibility of LLMs in Data Science Feb 23, 2025 Benchmarking Code Generation
Code Code Available Estimating Correctness Without Oracles in LLM-Based Code Generation Jun 26, 2025 Code Generation
Code Code Available Performance Evaluation of Large Language Models in Statistical Programming Feb 18, 2025 Code Generation
Code Code Available Entropy-Reinforced Planning with Large Language Models for Drug Discovery Jun 11, 2024 Code Generation Drug Discovery
Code Code Available Personalised Distillation: Empowering Open-Sourced LLMs with Adaptive Learning for Code Generation Oct 28, 2023 Code Generation HumanEval
Code Code Available Personality-Guided Code Generation Using Large Language Models Oct 16, 2024 Code Generation Personality Alignment
Code Code Available Ensuring Reproducibility in Generative AI Systems for General Use Cases: A Framework for Regression Testing and Open Datasets May 2, 2025 Code Generation GPR
Code Code Available Limits of Transformer Language Models on Learning to Compose Algorithms Feb 8, 2024 Code Generation
Code Code Available pix2code: Generating Code from a Graphical User Interface Screenshot May 22, 2017 Class-level Code Generation Code Generation
Code Code Available Leveraging pre-trained language models for code generation Feb 29, 2024 Code Generation Language Modelling
Code Code Available LeetCodeDataset: A Temporal Dataset for Robust Evaluation and Efficient Training of Code LLMs Apr 20, 2025 Code Generation
Code Code Available Turbulence: Systematically and Automatically Testing Instruction-Tuned Large Language Models for Code Dec 22, 2023 Code Generation
Code Code Available Code Generation for Machine Learning using Model-Driven Engineering and SysML Jul 10, 2023 Code Generation
Code Code Available The Elicitation Game: Evaluating Capability Elicitation Techniques Feb 4, 2025 Code Generation
Code Code Available SimSCOOD: Systematic Analysis of Out-of-Distribution Generalization in Fine-tuned Source Code Models Oct 10, 2022 Code Generation Out-of-Distribution Generalization
Code Code Available Computational Reasoning of Large Language Models Apr 29, 2025 Code Generation Language Modeling
Code Code Available SinkLoRA: Enhanced Efficiency and Chat Capabilities for Long-Context Large Language Models Jun 9, 2024 Code Generation
Code Code Available MONAQ: Multi-Objective Neural Architecture Querying for Time-Series Analysis on Resource-Constrained Devices May 15, 2025 Activity Recognition Code Generation
Code Code Available Learning to Reason via Program Generation, Emulation, and Search May 25, 2024 Code Generation In-Context Learning
Code Code Available Bridging the Gap Between Open-Source and Proprietary LLMs in Table QA Jun 11, 2025 Code Generation Language Modeling
Code Code Available TurtleBench: A Visual Programming Benchmark in Turtle Geometry Oct 31, 2024 Code Generation
Code Code Available PPM: Automated Generation of Diverse Programming Problems for Benchmarking Code Generation Models Jan 28, 2024 Benchmarking Code Generation
Code Code Available The impact of lexical and grammatical processing on generating code from natural language Feb 28, 2022 Code Generation Code Translation
Code Code Available Enhancing Large Language Models in Coding Through Multi-Perspective Self-Consistency Sep 29, 2023 Code Generation HumanEval
Code Code Available The Impact of Prompt Programming on Function-Level Code Generation Dec 29, 2024 Code Generation Prompt Engineering
Code Code Available Enhancing High-Quality Code Generation in Large Language Models with Comparative Prefix-Tuning Mar 12, 2025 Code Completion Code Generation
Code Code Available Analyzing the Performance of Large Language Models on Code Summarization Apr 10, 2024 Code Generation Code Summarization
Code Code Available The Larger the Better? Improved LLM Code-Generation via Budget Reallocation Mar 31, 2024 Code Generation
Code Code Available Code Generation as a Dual Task of Code Summarization Oct 14, 2019 Code Generation Code Summarization
Code Code Available Software Engineering and Foundation Models: Insights from Industry Blogs Using a Jury of Foundation Models Oct 11, 2024 Code Generation
Code Code Available Analyzing Modular Approaches for Visual Question Decomposition Nov 10, 2023 Code Generation Visual Question Answering (VQA)
Code Code Available CodeFlowBench: A Multi-turn, Iterative Benchmark for Complex Code Generation Apr 30, 2025 Code Generation
Code Code Available Layer-Level Self-Exposure and Patch: Affirmative Token Mitigation for Jailbreak Attack Defense Jan 5, 2025 Chatbot Code Generation
Code Code Available Large Language Models Synergize with Automated Machine Learning May 6, 2024 AutoML Code Generation
Code Code Available AMR-Evol: Adaptive Modular Response Evolution Elicits Better Knowledge Distillation for Large Language Models in Code Generation Oct 1, 2024 Code Generation HumanEval
Code Code Available Program Semantic Inequivalence Game with Large Language Models May 2, 2025 C++ code Code Generation
Code Code Available Program Synthesis and Semantic Parsing with Learned Code Idioms Jun 26, 2019 Code Generation Program Synthesis
Code Code Available Program Synthesis Dialog Agents for Interactive Decision-Making Feb 26, 2025 Code Generation Decision Making
Code Code Available 