Browse State-of-the-Art › Code Generation › Papers, page 12
Code Generation
Papers archive 2025-07-28
archive papers tagged: 1,697 · with a code link: 745 · where Syntology ran a sample: 280 (238 with a run with no instrument failure, 42 where every run was a failure of Syntology's instrument) Syntology
Show: all tagged papersonly where code ran (280 of 1,697 tagged: 238 with a run with no instrument failure, 42 where every run was a failure of Syntology's instrument)
Page 12 of 17: papers 1,101 to 1,200 of 1,697, in archive order: by repositories listed in the archive (most first), then newest first, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers that list no repository come after every paper that lists one.
Papers without a page here are shown as plain text. A Syntology line reads “N ran (of which C constructed an object rather than computing a result; K with no instrument failure: H honoured, V violated, P with no contract checked; I where Syntology's instrument failed) · U unverified”; the figure “where Syntology's instrument failed” counts failures of Syntology's instrument, not of the code. When the archive marks a repository official for the paper, the line starts with that repository's state (the archive's flag, not a verdict on who wrote the code); hover it for the repositories the samples that ran came from. Abstracts are on each paper's page.
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Tree-of-Code: A Hybrid Approach for Robust Complex Task Planning and Execution18 Dec 2024 0 repositories listed
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An Exploratory Study of ML Sketches and Visual Code Assistants17 Dec 2024 0 repositories listed
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AnalogXpert: Automating Analog Topology Synthesis by Incorporating Circuit Design Expertise into Large Language Models17 Dec 2024 0 repositories listed
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Breaking the Programming Language Barrier: Multilingual Prompting to Empower Non-Native English Learners17 Dec 2024 0 repositories listed
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PERC: Plan-As-Query Example Retrieval for Underrepresented Code Generation17 Dec 2024 0 repositories listed
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Seed-CTS: Unleashing the Power of Tree Search for Superior Performance in Competitive Coding Tasks17 Dec 2024 0 repositories listed
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CoopetitiveV: Leveraging LLM-powered Coopetitive Multi-Agent Prompting for High-quality Verilog Generation15 Dec 2024 0 repositories listed
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Optimizing AI-Assisted Code Generation14 Dec 2024 0 repositories listed
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DialogAgent: An Auto-engagement Agent for Code Question Answering Data Production11 Dec 2024 0 repositories listed
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MaestroMotif: Skill Design from Artificial Intelligence Feedback11 Dec 2024 0 repositories listed
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Towards LLM-based optimization compilers. Can LLMs learn how to apply a single peephole optimization? Reasoning is all LLMs need!11 Dec 2024 0 repositories listed
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Unseen Horizons: Unveiling the Real Capability of LLM Code Generation Beyond the Familiar11 Dec 2024 0 repositories listed
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What You See Is Not Always What You Get: An Empirical Study of Code Comprehension by Large Language Models11 Dec 2024 0 repositories listed
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ARCEAK: An Automated Rule Checking Framework Enhanced with Architectural Knowledge10 Dec 2024 0 repositories listed
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AutoPrep: Natural Language Question-Aware Data Preparation with a Multi-Agent Framework10 Dec 2024 0 repositories listed
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Exploring Coding Spot: Understanding Parametric Contributions to LLM Coding Performance10 Dec 2024 0 repositories listed
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AlphaVerus: Bootstrapping Formally Verified Code Generation through Self-Improving Translation and Treefinement9 Dec 2024 0 repositories listed
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PyraNet: A Multi-Layered Hierarchical Dataset for Verilog9 Dec 2024 0 repositories listed
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A Comparative Study on Code Generation with Transformers7 Dec 2024 0 repositories listed
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GEE-OPs: An Operator Knowledge Base for Geospatial Code Generation on the Google Earth Engine Platform Powered by Large Language Models7 Dec 2024 0 repositories listed
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Code generation and runtime techniques for enabling data-efficient deep learning training on GPUs6 Dec 2024 0 repositories listed
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Enhancing Cross-Language Code Translation via Task-Specific Embedding Alignment in Retrieval-Augmented Generation6 Dec 2024 0 repositories listed
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Evaluating and Aligning CodeLLMs on Human Preference6 Dec 2024 0 repositories listed
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HiVeGen -- Hierarchical LLM-based Verilog Generation for Scalable Chip Design6 Dec 2024 0 repositories listed
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HyperGraphOS: A Meta Operating System for Science and Engineering6 Dec 2024 0 repositories listed
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Automated LaTeX Code Generation from Handwritten Math Expressions Using Vision Transformer5 Dec 2024 0 repositories listed
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BigDocs: An Open and Permissively-Licensed Dataset for Training Multimodal Models on Document and Code Tasks5 Dec 2024 0 repositories listed
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If You Can't Use Them, Recycle Them: Optimizing Merging at Scale Mitigates Performance Tradeoffs5 Dec 2024 0 repositories listed
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PoTable: Towards Systematic Thinking via Stage-oriented Plan-then-Execute Reasoning on Tables5 Dec 2024 0 repositories listed
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Survey of different Large Language Model Architectures: Trends, Benchmarks, and Challenges4 Dec 2024 0 repositories listed
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A Multi-Agent Framework for Extensible Structured Text Generation in PLCs3 Dec 2024 0 repositories listed
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Does Few-Shot Learning Help LLM Performance in Code Synthesis?3 Dec 2024 0 repositories listed
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Training Agents with Weakly Supervised Feedback from Large Language Models29 Nov 2024 0 repositories listed
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DRC-Coder: Automated DRC Checker Code Generation Using LLM Autonomous Agent28 Nov 2024 0 repositories listed
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Face2QR: A Unified Framework for Aesthetic, Face-Preserving, and Scannable QR Code Generation28 Nov 2024 0 repositories listed
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FactCheXcker: Mitigating Measurement Hallucinations in Chest X-ray Report Generation Models27 Nov 2024 0 repositories listed
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Adaptive Deployment of Untrusted LLMs Reduces Distributed Threats26 Nov 2024 0 repositories listed
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MALMM: Multi-Agent Large Language Models for Zero-Shot Robotics Manipulation26 Nov 2024 0 repositories listed
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A Preliminary Study of Multilingual Code Language Models for Code Generation Task Using Translated Benchmarks23 Nov 2024 0 repositories listed
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Don't Mesh with Me: Generating Constructive Solid Geometry Instead of Meshes by Fine-Tuning a Code-Generation LLM22 Nov 2024 0 repositories listed
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EDA-Aware RTL Generation with Large Language Models21 Nov 2024 0 repositories listed
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Generative Fuzzy System for Sequence Generation21 Nov 2024 0 repositories listed
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Are Large Language Models Memorizing Bug Benchmarks?20 Nov 2024 0 repositories listed
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DSTC: Direct Preference Learning with Only Self-Generated Tests and Code to Improve Code LMs20 Nov 2024 0 repositories listed
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Towards Specification-Driven LLM-Based Generation of Embedded Automotive Software20 Nov 2024 0 repositories listed
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Unlocking Historical Clinical Trial Data with ALIGN: A Compositional Large Language Model System for Medical Coding20 Nov 2024 0 repositories listed
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LibEvolutionEval: A Benchmark and Study for Version-Specific Code Generation19 Nov 2024 0 repositories listed
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Chain-of-Programming (CoP) : Empowering Large Language Models for Geospatial Code Generation16 Nov 2024 0 repositories listed
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LLM4DS: Evaluating Large Language Models for Data Science Code Generation16 Nov 2024 0 repositories listed
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See-Saw Generative Mechanism for Scalable Recursive Code Generation with Generative AI16 Nov 2024 0 repositories listed
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Does Prompt Formatting Have Any Impact on LLM Performance?15 Nov 2024 0 repositories listed
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P-MMEval: A Parallel Multilingual Multitask Benchmark for Consistent Evaluation of LLMs14 Nov 2024 0 repositories listed
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Programming with AI: Evaluating ChatGPT, Gemini, AlphaCode, and GitHub Copilot for Programmers14 Nov 2024 0 repositories listed
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Towards a Classification of Open-Source ML Models and Datasets for Software Engineering14 Nov 2024 0 repositories listed
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Lynx: Enabling Efficient MoE Inference through Dynamic Batch-Aware Expert Selection13 Nov 2024 0 repositories listed
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A Comprehensive Survey of AI-Driven Advancements and Techniques in Automated Program Repair and Code Generation12 Nov 2024 0 repositories listed
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PDC & DM-SFT: A Road for LLM SQL Bug-Fix Enhancing11 Nov 2024 0 repositories listed
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Synthesize, Partition, then Adapt: Eliciting Diverse Samples from Foundation Models11 Nov 2024 0 repositories listed
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Assessing the Answerability of Queries in Retrieval-Augmented Code Generation8 Nov 2024 0 repositories listed
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CodeLutra: Boosting LLM Code Generation via Preference-Guided Refinement7 Nov 2024 0 repositories listed
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CodeTree: Agent-guided Tree Search for Code Generation with Large Language Models7 Nov 2024 0 repositories listed
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OpenCoder: The Open Cookbook for Top-Tier Code Large Language Models7 Nov 2024 0 repositories listed
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Crystal: Illuminating LLM Abilities on Language and Code6 Nov 2024 0 repositories listed
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Defining and Evaluating Physical Safety for Large Language Models4 Nov 2024 0 repositories listed
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Enhancing Table Representations with LLM-powered Synthetic Data Generation4 Nov 2024 0 repositories listed
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Eurekaverse: Environment Curriculum Generation via Large Language Models4 Nov 2024 0 repositories listed
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Evaluating the Ability of Large Language Models to Generate Verifiable Specifications in VeriFast4 Nov 2024 0 repositories listed
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Parameter-Efficient Fine-Tuning of Large Language Models for Unit Test Generation: An Empirical Study4 Nov 2024 0 repositories listed
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A Deep Dive Into Large Language Model Code Generation Mistakes: What and Why?3 Nov 2024 0 repositories listed
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Demo-Craft: Using In-Context Learning to Improve Code Generation in Large Language Models30 Oct 2024 0 repositories listed
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Explainable Behavior Cloning: Teaching Large Language Model Agents through Learning by Demonstration30 Oct 2024 0 repositories listed
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MaCTG: Multi-Agent Collaborative Thought Graph for Automatic Programming25 Oct 2024 0 repositories listed
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An LLM Agent for Automatic Geospatial Data Analysis24 Oct 2024 0 repositories listed
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Watermarking Large Language Models and the Generated Content: Opportunities and Challenges24 Oct 2024 0 repositories listed
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Faster Language Models with Better Multi-Token Prediction Using Tensor Decomposition23 Oct 2024 0 repositories listed
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MojoBench: Language Modeling and Benchmarks for Mojo23 Oct 2024 0 repositories listed
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Process Supervision-Guided Policy Optimization for Code Generation23 Oct 2024 0 repositories listed
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ZIP-FIT: Embedding-Free Data Selection via Compression-Based Alignment23 Oct 2024 0 repositories listed
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GeoCode-GPT: A Large Language Model for Geospatial Code Generation Tasks22 Oct 2024 0 repositories listed
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Scattered Forest Search: Smarter Code Space Exploration with LLMs22 Oct 2024 0 repositories listed
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Automated Proof Generation for Rust Code via Self-Evolution21 Oct 2024 0 repositories listed
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Self-Explained Keywords Empower Large Language Models for Code Generation21 Oct 2024 0 repositories listed
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CELI: Controller-Embedded Language Model Interactions18 Oct 2024 0 repositories listed
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Enhancing LLM Agents for Code Generation with Possibility and Pass-rate Prioritized Experience Replay16 Oct 2024 0 repositories listed
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Evidence of Cognitive Deficits andDevelopmental Advances in Generative AI: A Clock Drawing Test Analysis15 Oct 2024 0 repositories listed
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Substance Beats Style: Why Beginning Students Fail to Code with LLMs15 Oct 2024 0 repositories listed
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FLARE: Faithful Logic-Aided Reasoning and Exploration14 Oct 2024 0 repositories listed
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Collu-Bench: A Benchmark for Predicting Language Model Hallucinations in Code13 Oct 2024 0 repositories listed
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Conversational Code Generation: a Case Study of Designing a Dialogue System for Generating Driving Scenarios for Testing Autonomous Vehicles13 Oct 2024 0 repositories listed
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Impeding LLM-assisted Cheating in Introductory Programming Assignments via Adversarial Perturbation12 Oct 2024 0 repositories listed
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Test-driven Software Experimentation with LASSO: an LLM Prompt Benchmarking Example11 Oct 2024 0 repositories listed
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Mitigating Gender Bias in Code Large Language Models via Model Editing10 Oct 2024 0 repositories listed
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What Makes Large Language Models Reason in (Multi-Turn) Code Generation?10 Oct 2024 0 repositories listed
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Context-Augmented Code Generation Using Programming Knowledge Graphs9 Oct 2024 0 repositories listed
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Generating CAD Code with Vision-Language Models for 3D Designs7 Oct 2024 0 repositories listed
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In-the-loop Hyper-Parameter Optimization for LLM-Based Automated Design of Heuristics7 Oct 2024 0 repositories listed
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Learning How Hard to Think: Input-Adaptive Allocation of LM Computation7 Oct 2024 0 repositories listed
Syntology lines on 2 of the papers shown; no Syntology record for the others (a paper without an arXiv id cannot be joined to the graph, and absence from the graph layer is not a recorded non-run). “Ran” means the sample executed on a synthesized fixture, not that the paper's result was reproduced; each line links to that paper's sample list. Syntology's record for this page has not changed since , the first build that kept a record date for it; when this build read Syntology's graph is in the build record. For agents: get_harvested_code_for_paper(arxiv_id) lists each paper's samples; how to connect.