Browse State-of-the-Art › Code Generation › Papers, page 14
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 14 of 17: papers 1,301 to 1,400 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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Applying RLAIF for Code Generation with API-usage in Lightweight LLMs28 Jun 2024 0 repositories listed
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Efficacy of Various Large Language Models in Generating Smart Contracts28 Jun 2024 0 repositories listed
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NLPerturbator: Studying the Robustness of Code LLMs to Natural Language Variations28 Jun 2024 0 repositories listed
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Contrastive Policy Gradient: Aligning LLMs on sequence-level scores in a supervised-friendly fashion27 Jun 2024 0 repositories listed
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Retrieval-Augmented Code Generation for Situated Action Generation: A Case Study on Minecraft25 Jun 2024 0 repositories listed
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24 Jun 2024 0 repositories listed
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NARRepair: Non-Autoregressive Code Generation Model for Automatic Program Repair24 Jun 2024 0 repositories listed
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UniCoder: Scaling Code Large Language Model via Universal Code24 Jun 2024 0 repositories listed
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Investigating the Transferability of Code Repair for Low-Resource Programming Languages21 Jun 2024 0 repositories listed
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Qiskit HumanEval: An Evaluation Benchmark For Quantum Code Generative Models20 Jun 2024 0 repositories listed
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The Fire Thief Is Also the Keeper: Balancing Usability and Privacy in Prompts20 Jun 2024 0 repositories listed
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Prose-to-P4: Leveraging High Level Languages19 Jun 2024 0 repositories listed
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Benchmarks and Metrics for Evaluations of Code Generation: A Critical Review18 Jun 2024 0 repositories listed
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ScenEval: A Benchmark for Scenario-Based Evaluation of Code Generation18 Jun 2024 0 repositories listed
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Toward Exploring the Code Understanding Capabilities of Pre-trained Code Generation Models18 Jun 2024 0 repositories listed
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DocCGen: Document-based Controlled Code Generation17 Jun 2024 0 repositories listed
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A Problem-Oriented Perspective and Anchor Verification for Code Optimization17 Jun 2024 0 repositories listed
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RePrompt: Planning by Automatic Prompt Engineering for Large Language Models Agents17 Jun 2024 0 repositories listed
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Evaluating LLM-driven User-Intent Formalization for Verification-Aware Languages14 Jun 2024 0 repositories listed
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Unlock the Correlation between Supervised Fine-Tuning and Reinforcement Learning in Training Code Large Language Models14 Jun 2024 0 repositories listed
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ME-Switch: A Memory-Efficient Expert Switching Framework for Large Language Models13 Jun 2024 0 repositories listed
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Data Augmentation by Fuzzing for Neural Test Generation12 Jun 2024 0 repositories listed
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Is Programming by Example solved by LLMs?12 Jun 2024 0 repositories listed
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Real2Code: Reconstruct Articulated Objects via Code Generation12 Jun 2024 0 repositories listed
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PLUM: Improving Code LMs with Execution-Guided On-Policy Preference Learning Driven By Synthetic Test Cases11 Jun 2024 0 repositories listed
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Transforming Wearable Data into Health Insights using Large Language Model Agents10 Jun 2024 0 repositories listed
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LGR2: Language Guided Reward Relabeling for Accelerating Hierarchical Reinforcement Learning9 Jun 2024 0 repositories listed
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AICoderEval: Improving AI Domain Code Generation of Large Language Models7 Jun 2024 0 repositories listed
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Scaling Automatic Extraction of Pseudocode7 Jun 2024 0 repositories listed
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VHDL-Eval: A Framework for Evaluating Large Language Models in VHDL Code Generation6 Jun 2024 0 repositories listed
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Enhancing Repository-Level Code Generation with Integrated Contextual Information5 Jun 2024 0 repositories listed
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FragRel: Exploiting Fragment-level Relations in the External Memory of Large Language Models5 Jun 2024 0 repositories listed
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Explicitly Encoding Structural Symmetry is Key to Length Generalization in Arithmetic Tasks4 Jun 2024 0 repositories listed
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Grammar-Aligned Decoding31 May 2024 0 repositories listed
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Divide-and-Conquer Meets Consensus: Unleashing the Power of Functions in Code Generation30 May 2024 0 repositories listed
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From Symbolic Tasks to Code Generation: Diversification Yields Better Task Performers30 May 2024 0 repositories listed
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Efficient Model-agnostic Alignment via Bayesian Persuasion29 May 2024 0 repositories listed
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Kotlin ML Pack: Technical Report29 May 2024 0 repositories listed
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Large Language Models for Code Summarization29 May 2024 0 repositories listed
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Leveraging Generative AI for Urban Digital Twins: A Scoping Review on the Autonomous Generation of Urban Data, Scenarios, Designs, and 3D City Models for Smart City Advancement29 May 2024 0 repositories listed
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LeDex: Training LLMs to Better Self-Debug and Explain Code28 May 2024 0 repositories listed
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Basis Selection: Low-Rank Decomposition of Pretrained Large Language Models for Target Applications24 May 2024 0 repositories listed
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Decoding at the Speed of Thought: Harnessing Parallel Decoding of Lexical Units for LLMs24 May 2024 0 repositories listed
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Model Cascading for Code: A Cascaded Black-Box Multi-Model Framework for Cost-Efficient Code Completion with Self-Testing24 May 2024 0 repositories listed
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Evaluation of the Programming Skills of Large Language Models23 May 2024 0 repositories listed
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Distilling Instruction-following Abilities of Large Language Models with Task-aware Curriculum Planning22 May 2024 0 repositories listed
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GameVLM: A Decision-making Framework for Robotic Task Planning Based on Visual Language Models and Zero-sum Games22 May 2024 0 repositories listed
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A Systematic Evaluation of Large Language Models for Natural Language Generation Tasks16 May 2024 0 repositories listed
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Faces that Speak: Jointly Synthesising Talking Face and Speech from Text16 May 2024 0 repositories listed
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Python-Based Reinforcement Learning on Simulink Models14 May 2024 0 repositories listed
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Plot2Code: A Comprehensive Benchmark for Evaluating Multi-modal Large Language Models in Code Generation from Scientific Plots13 May 2024 0 repositories listed
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Sketch Then Generate: Providing Incremental User Feedback and Guiding LLM Code Generation through Language-Oriented Code Sketches7 May 2024 0 repositories listed
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Enabling High-Sparsity Foundational Llama Models with Efficient Pretraining and Deployment6 May 2024 0 repositories listed
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CodeGRAG: Bridging the Gap between Natural Language and Programming Language via Graphical Retrieval Augmented Generation3 May 2024 0 repositories listed
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Exploring Combinatorial Problem Solving with Large Language Models: A Case Study on the Travelling Salesman Problem Using GPT-3.5 Turbo3 May 2024 0 repositories listed
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Aptly: Making Mobile Apps from Natural Language30 Apr 2024 0 repositories listed
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Tabular Embedding Model (TEM): Finetuning Embedding Models For Tabular RAG Applications28 Apr 2024 0 repositories listed
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"ChatGPT Is Here to Help, Not to Replace Anybody" -- An Evaluation of Students' Opinions On Integrating ChatGPT In CS Courses26 Apr 2024 0 repositories listed
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On the Limitations of Embedding Based Methods for Measuring Functional Correctness for Code Generation26 Apr 2024 0 repositories listed
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Digital ASIC Design with Ongoing LLMs: Strategies and Prospects25 Apr 2024 0 repositories listed
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OpTC -- A Toolchain for Deployment of Neural Networks on AURIX TC3xx Microcontrollers24 Apr 2024 0 repositories listed
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Beyond Code Generation: An Observational Study of ChatGPT Usage in Software Engineering Practice23 Apr 2024 0 repositories listed
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Assessing GPT-4-Vision's Capabilities in UML-Based Code Generation22 Apr 2024 0 repositories listed
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Low-Cost Language Models: Survey and Performance Evaluation on Python Code Generation17 Apr 2024 0 repositories listed
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The Fault in our Stars: Quality Assessment of Code Generation Benchmarks15 Apr 2024 0 repositories listed
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Test Code Generation for Telecom Software Systems using Two-Stage Generative Model14 Apr 2024 0 repositories listed
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CreativEval: Evaluating Creativity of LLM-Based Hardware Code Generation12 Apr 2024 0 repositories listed
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A Multi-Expert Large Language Model Architecture for Verilog Code Generation11 Apr 2024 0 repositories listed
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CodeFort: Robust Training for Code Generation Models11 Apr 2024 0 repositories listed
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Sketch-Plan-Generalize: Learning and Planning with Neuro-Symbolic Programmatic Representations for Inductive Spatial Concepts11 Apr 2024 0 repositories listed
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BISCUIT: Scaffolding LLM-Generated Code with Ephemeral UIs in Computational Notebooks10 Apr 2024 0 repositories listed
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Register Your Forests: Decision Tree Ensemble Optimization by Explicit CPU Register Allocation10 Apr 2024 0 repositories listed
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WebCode2M: A Real-World Dataset for Code Generation from Webpage Designs9 Apr 2024 0 repositories listed
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Synergy of Large Language Model and Model Driven Engineering for Automated Development of Centralized Vehicular Systems8 Apr 2024 0 repositories listed
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VoicePilot: Harnessing LLMs as Speech Interfaces for Physically Assistive Robots5 Apr 2024 0 repositories listed
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Testing the Effect of Code Documentation on Large Language Model Code Understanding3 Apr 2024 0 repositories listed
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Exploring and Evaluating Hallucinations in LLM-Powered Code Generation1 Apr 2024 0 repositories listed
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A Survey of using Large Language Models for Generating Infrastructure as Code30 Mar 2024 0 repositories listed
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DataAgent: Evaluating Large Language Models' Ability to Answer Zero-Shot, Natural Language Queries29 Mar 2024 0 repositories listed
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MAGIS: LLM-Based Multi-Agent Framework for GitHub Issue Resolution26 Mar 2024 0 repositories listed
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To Err is Machine: Vulnerability Detection Challenges LLM Reasoning25 Mar 2024 0 repositories listed
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23 Mar 2024 0 repositories listed
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CoCoST: Automatic Complex Code Generation with Online Searching and Correctness Testing20 Mar 2024 0 repositories listed
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Enhancing Programming Education with ChatGPT: A Case Study on Student Perceptions and Interactions in a Python Course20 Mar 2024 0 repositories listed
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A Study of Vulnerability Repair in JavaScript Programs with Large Language Models19 Mar 2024 0 repositories listed
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Enhancing Formal Theorem Proving: A Comprehensive Dataset for Training AI Models on Coq Code19 Mar 2024 0 repositories listed
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Linguacodus: A Synergistic Framework for Transformative Code Generation in Machine Learning Pipelines18 Mar 2024 0 repositories listed
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Exploring Language Model's Code Generation Ability with Auxiliary Functions15 Mar 2024 0 repositories listed
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Software Vulnerability and Functionality Assessment using LLMs13 Mar 2024 0 repositories listed
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LiveCodeBench: Holistic and Contamination Free Evaluation of Large Language Models for Code12 Mar 2024 0 repositories listed
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Materials science in the era of large language models: a perspective11 Mar 2024 0 repositories listed
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Poisoning Programs by Un-Repairing Code: Security Concerns of AI-generated Code11 Mar 2024 0 repositories listed
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Prompt Selection and Augmentation for Few Examples Code Generation in Large Language Model and its Application in Robotics Control11 Mar 2024 0 repositories listed
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7 Mar 2024 0 repositories listed Syntology 6 ran (of which 0 constructed an object rather than computing a result; 6 with no instrument failure: 0 honoured, 0 violated, 6 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 7 harvested samples) · 7 pointer-only (licence)
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Guiding Enumerative Program Synthesis with Large Language Models6 Mar 2024 0 repositories listed
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Design2Code: Benchmarking Multimodal Code Generation for Automated Front-End Engineering5 Mar 2024 0 repositories listed
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Learn to Code Sustainably: An Empirical Study on LLM-based Green Code Generation5 Mar 2024 0 repositories listed
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CatCode: A Comprehensive Evaluation Framework for LLMs On the Mixture of Code and Text4 Mar 2024 0 repositories listed
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4 Mar 2024 0 repositories listed
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LLaMoCo: Instruction Tuning of Large Language Models for Optimization Code Generation2 Mar 2024 0 repositories listed
Syntology lines on 1 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.