Browse State-of-the-Art › Code Generation › Papers, page 13
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 13 of 17: papers 1,201 to 1,300 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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SparsePO: Controlling Preference Alignment of LLMs via Sparse Token Masks7 Oct 2024 0 repositories listed
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An evaluation of LLM code generation capabilities through graded exercises6 Oct 2024 0 repositories listed
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AIME: AI System Optimization via Multiple LLM Evaluators4 Oct 2024 0 repositories listed
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Generating Equivalent Representations of Code By A Self-Reflection Approach4 Oct 2024 0 repositories listed
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Horizon-Length Prediction: Advancing Fill-in-the-Middle Capabilities for Code Generation with Lookahead Planning4 Oct 2024 0 repositories listed
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Showing LLM-Generated Code Selectively Based on Confidence of LLMs4 Oct 2024 0 repositories listed
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A Survey on LLM-based Code Generation for Low-Resource and Domain-Specific Programming Languages4 Oct 2024 0 repositories listed
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GraphIC: A Graph-Based In-Context Example Retrieval Model for Multi-Step Reasoning3 Oct 2024 0 repositories listed
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Not All LLM Reasoners Are Created Equal2 Oct 2024 0 repositories listed
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SciDoc2Diagrammer-MAF: Towards Generation of Scientific Diagrams from Documents guided by Multi-Aspect Feedback Refinement28 Sep 2024 0 repositories listed
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Artificial-Intelligence Generated Code Considered Harmful: A Road Map for Secure and High-Quality Code Generation27 Sep 2024 0 repositories listed
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HM3: Hierarchical Multi-Objective Model Merging for Pretrained Models27 Sep 2024 0 repositories listed
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Code Generation and Algorithmic Problem Solving Using Llama 3.1 405B26 Sep 2024 0 repositories listed
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Compositional Hardness of Code in Large Language Models -- A Probabilistic Perspective26 Sep 2024 0 repositories listed
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Selection of Prompt Engineering Techniques for Code Generation through Predicting Code Complexity24 Sep 2024 0 repositories listed
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Task-oriented Prompt Enhancement via Script Generation24 Sep 2024 0 repositories listed
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A Comprehensive Framework for Evaluating API-oriented Code Generation in Large Language Models23 Sep 2024 0 repositories listed
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Eliciting Instruction-tuned Code Language Models' Capabilities to Utilize Auxiliary Function for Code Generation20 Sep 2024 0 repositories listed
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Unlocking Memorization in Large Language Models with Dynamic Soft Prompting20 Sep 2024 0 repositories listed
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Combining LLM Code Generation with Formal Specifications and Reactive Program Synthesis18 Sep 2024 0 repositories listed
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Promise and Peril of Collaborative Code Generation Models: Balancing Effectiveness and Memorization18 Sep 2024 0 repositories listed
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Towards No-Code Programming of Cobots: Experiments with Code Synthesis by Large Code Models for Conversational Programming17 Sep 2024 0 repositories listed
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RethinkMCTS: Refining Erroneous Thoughts in Monte Carlo Tree Search for Code Generation15 Sep 2024 0 repositories listed
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CPL: Critical Plan Step Learning Boosts LLM Generalization in Reasoning Tasks13 Sep 2024 0 repositories listed
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Tidal MerzA: Combining affective modelling and autonomous code generation through Reinforcement Learning12 Sep 2024 0 repositories listed
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Demo: SGCode: A Flexible Prompt-Optimizing System for Secure Generation of Code11 Sep 2024 0 repositories listed
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11 Sep 2024 0 repositories listed Syntology 1 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 1 harvested sample) · 1 pointer-only (licence)
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Semantic Interoperability on Blockchain by Generating Smart Contracts Based on Knowledge Graphs11 Sep 2024 0 repositories listed
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E2LLM: Encoder Elongated Large Language Models for Long-Context Understanding and Reasoning10 Sep 2024 0 repositories listed
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Differentiable programming across the PDE and Machine Learning barrier9 Sep 2024 0 repositories listed
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𝕌𝕊ℂ𝔻: Improving Code Generation of LLMs by Uncertainty-Aware Selective Contrastive Decoding9 Sep 2024 0 repositories listed
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Can OpenSource beat ChatGPT? -- A Comparative Study of Large Language Models for Text-to-Code Generation6 Sep 2024 0 repositories listed
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AIvril: AI-Driven RTL Generation With Verification In-The-Loop3 Sep 2024 0 repositories listed
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Arctic-SnowCoder: Demystifying High-Quality Data in Code Pretraining3 Sep 2024 0 repositories listed
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Statically Contextualizing Large Language Models with Typed Holes2 Sep 2024 0 repositories listed
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Benchmarking LLM Code Generation for Audio Programming with Visual Dataflow Languages1 Sep 2024 0 repositories listed
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Entropic Distribution Matching in Supervised Fine-tuning of LLMs: Less Overfitting and Better Diversity29 Aug 2024 0 repositories listed
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An Empirical Study on Self-correcting Large Language Models for Data Science Code Generation28 Aug 2024 0 repositories listed
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ANVIL: Anomaly-based Vulnerability Identification without Labelled Training Data28 Aug 2024 0 repositories listed
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CodeSift: An LLM-Based Reference-Less Framework for Automatic Code Validation28 Aug 2024 0 repositories listed
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Retrieval-Augmented Instruction Tuning for Automated Process Engineering Calculations : A Tool-Chaining Problem-Solving Framework with Attributable Reflection28 Aug 2024 0 repositories listed
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Strategic Optimization and Challenges of Large Language Models in Object-Oriented Programming27 Aug 2024 0 repositories listed
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Evaluating Large Language Models on Spatial Tasks: A Multi-Task Benchmarking Study26 Aug 2024 0 repositories listed
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Path-Consistency: Prefix Enhancement for Efficient Inference in LLM25 Aug 2024 0 repositories listed
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CortexCompile: Harnessing Cortical-Inspired Architectures for Enhanced Multi-Agent NLP Code Synthesis23 Aug 2024 0 repositories listed
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CRUXEval-X: A Benchmark for Multilingual Code Reasoning, Understanding and Execution23 Aug 2024 0 repositories listed
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DOMAINEVAL: An Auto-Constructed Benchmark for Multi-Domain Code Generation23 Aug 2024 0 repositories listed
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Understanding Defects in Generated Codes by Language Models23 Aug 2024 0 repositories listed
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AutoTest: Evolutionary Code Solution Selection with Test Cases22 Aug 2024 0 repositories listed
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Automatic Dataset Construction (ADC): Sample Collection, Data Curation, and Beyond21 Aug 2024 0 repositories listed
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Automating Thought of Search: A Journey Towards Soundness and Completeness21 Aug 2024 0 repositories listed
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To Code, or Not To Code? Exploring Impact of Code in Pre-training20 Aug 2024 0 repositories listed
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A Disguised Wolf Is More Harmful Than a Toothless Tiger: Adaptive Malicious Code Injection Backdoor Attack Leveraging User Behavior as Triggers19 Aug 2024 0 repositories listed
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Bridging the Language Gap: Enhancing Multilingual Prompt-Based Code Generation in LLMs via Zero-Shot Cross-Lingual Transfer19 Aug 2024 0 repositories listed
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Plan with Code: Comparing approaches for robust NL to DSL generation15 Aug 2024 0 repositories listed
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VerilogCoder: Autonomous Verilog Coding Agents with Graph-based Planning and Abstract Syntax Tree (AST)-based Waveform Tracing Tool15 Aug 2024 0 repositories listed
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A System for Automated Unit Test Generation Using Large Language Models and Assessment of Generated Test Suites14 Aug 2024 0 repositories listed
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CodeMirage: Hallucinations in Code Generated by Large Language Models14 Aug 2024 0 repositories listed
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Evaluating Language Models for Efficient Code Generation12 Aug 2024 0 repositories listed
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LUT Tensor Core: A Software-Hardware Co-Design for LUT-Based Low-Bit LLM Inference12 Aug 2024 0 repositories listed
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Top Pass: Improve Code Generation by Pass@k-Maximized Code Ranking11 Aug 2024 0 repositories listed
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Natural Language Outlines for Code: Literate Programming in the LLM Era9 Aug 2024 0 repositories listed
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RepoMasterEval: Evaluating Code Completion via Real-World Repositories7 Aug 2024 0 repositories listed
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Enhancing AI-based Generation of Software Exploits with Contextual Information5 Aug 2024 0 repositories listed
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Black-Box Adversarial Attacks on LLM-Based Code Completion5 Aug 2024 0 repositories listed
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From LLMs to LLM-based Agents for Software Engineering: A Survey of Current, Challenges and Future5 Aug 2024 0 repositories listed
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A new approach for encoding code and assisting code understanding1 Aug 2024 0 repositories listed
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TaskEval: Assessing Difficulty of Code Generation Tasks for Large Language Models30 Jul 2024 0 repositories listed
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Pyramid Coder: Hierarchical Code Generator for Compositional Visual Question Answering30 Jul 2024 0 repositories listed
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Genetic Instruct: Scaling up Synthetic Generation of Coding Instructions for Large Language Models29 Jul 2024 0 repositories listed
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Generating Unseen Code Tests In Infinitum29 Jul 2024 0 repositories listed
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Strong Copyright Protection for Language Models via Adaptive Model Fusion29 Jul 2024 0 repositories listed
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Effective Large Language Model Debugging with Best-first Tree Search26 Jul 2024 0 repositories listed
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LLASP: Fine-tuning Large Language Models for Answer Set Programming26 Jul 2024 0 repositories listed
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HDL-GPT: High-Quality HDL is All You Need25 Jul 2024 0 repositories listed
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Evaluating Long Range Dependency Handling in Code Generation Models using Multi-Step Key Retrieval23 Jul 2024 0 repositories listed
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SPLAT: A framework for optimised GPU code-generation for SParse reguLar ATtention23 Jul 2024 0 repositories listed
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AutoVCoder: A Systematic Framework for Automated Verilog Code Generation using LLMs21 Jul 2024 0 repositories listed
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Compressing Structured Tensor Algebra18 Jul 2024 0 repositories listed
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Frontend Diffusion: Exploring Intent-Based User Interfaces through Abstract-to-Detailed Task Transitions16 Jul 2024 0 repositories listed
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Building AI Agents for Autonomous Clouds: Challenges and Design Principles16 Jul 2024 0 repositories listed
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Foundational Autoraters: Taming Large Language Models for Better Automatic Evaluation15 Jul 2024 0 repositories listed
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TelecomGPT: A Framework to Build Telecom-Specfic Large Language Models12 Jul 2024 0 repositories listed
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Weight Block Sparsity: Training, Compilation, and AI Engine Accelerators12 Jul 2024 0 repositories listed
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On Leakage of Code Generation Evaluation Datasets10 Jul 2024 0 repositories listed
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FuncEvalGMN: Evaluating Functional Correctness of SQL via Graph Matching Network9 Jul 2024 0 repositories listed
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Prompting Techniques for Secure Code Generation: A Systematic Investigation9 Jul 2024 0 repositories listed
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What's Wrong with Your Code Generated by Large Language Models? An Extensive Study8 Jul 2024 0 repositories listed
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Enhancing Computer Programming Education with LLMs: A Study on Effective Prompt Engineering for Python Code Generation7 Jul 2024 0 repositories listed
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Code Less, Align More: Efficient LLM Fine-tuning for Code Generation with Data Pruning6 Jul 2024 0 repositories listed
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Automated C/C++ Program Repair for High-Level Synthesis via Large Language Models4 Jul 2024 0 repositories listed
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Classification-Based Automatic HDL Code Generation Using LLMs4 Jul 2024 0 repositories listed
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A Comparative Study of DSL Code Generation: Fine-Tuning vs. Optimized Retrieval Augmentation3 Jul 2024 0 repositories listed
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Scaling Data-Driven Building Energy Modelling using Large Language Models3 Jul 2024 0 repositories listed
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Assessing the Code Clone Detection Capability of Large Language Models2 Jul 2024 0 repositories listed
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Is Your AI-Generated Code Really Safe? Evaluating Large Language Models on Secure Code Generation with CodeSecEval2 Jul 2024 0 repositories listed
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Beyond Functional Correctness: Investigating Coding Style Inconsistencies in Large Language Models29 Jun 2024 0 repositories listed
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Brevity is the soul of wit: Pruning long files for code generation29 Jun 2024 0 repositories listed
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ITERTL: An Iterative Framework for Fine-tuning LLMs for RTL Code Generation28 Jun 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.