Browse State-of-the-Art › Code Generation › Papers, page 16

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 16 of 17: papers 1,501 to 1,600 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.

• Pop Quiz! Do Pre-trained Code Models Possess Knowledge of Correct API Names?
  14 Sep 2023 0 repositories listed
• Unveiling the potential of large language models in generating semantic and cross-language clones
  12 Sep 2023 0 repositories listed
• An Empirical Study of NetOps Capability of Pre-Trained Large Language Models
  11 Sep 2023 0 repositories listed
• Beyond Static Datasets: A Deep Interaction Approach to LLM Evaluation
  8 Sep 2023 0 repositories listed
• Bias Testing and Mitigation in LLM-based Code Generation
  3 Sep 2023 0 repositories listed
• Large Language Models Should Ask Clarifying Questions to Increase Confidence in Generated Code
  25 Aug 2023 0 repositories listed
• Benchmarking Causal Study to Interpret Large Language Models for Source Code
  23 Aug 2023 0 repositories listed
• HashReID: Dynamic Network with Binary Codes for Efficient Person Re-identification
  23 Aug 2023 0 repositories listed
• CodeCoT: Tackling Code Syntax Errors in CoT Reasoning for Code Generation
  17 Aug 2023 0 repositories listed
• A Comparative Study of Code Generation using ChatGPT 3.5 across 10 Programming Languages
  8 Aug 2023 0 repositories listed
• An Empirical Study of AI-based Smart Contract Creation
  5 Aug 2023 0 repositories listed
• VeriGen: A Large Language Model for Verilog Code Generation
  28 Jul 2023 0 repositories listed
• PanGu-Coder2: Boosting Large Language Models for Code with Ranking Feedback
  27 Jul 2023 0 repositories listed
• A Real-World WebAgent with Planning, Long Context Understanding, and Program Synthesis
  24 Jul 2023 0 repositories listed
• How Does Naming Affect LLMs on Code Analysis Tasks?
  24 Jul 2023 0 repositories listed
• Multi-Method Self-Training: Improving Code Generation With Text, And Vice Versa
  20 Jul 2023 0 repositories listed
• Code Detection for Hardware Acceleration Using Large Language Models
  19 Jul 2023 0 repositories listed
• FRANC: A Lightweight Framework for High-Quality Code Generation
  17 Jul 2023 0 repositories listed
• Extending the Frontier of ChatGPT: Code Generation and Debugging
  17 Jul 2023 0 repositories listed
• Using an LLM to Help With Code Understanding
  17 Jul 2023 0 repositories listed
• Look Before You Leap: An Exploratory Study of Uncertainty Measurement for Large Language Models
  16 Jul 2023 0 repositories listed
• Explaining Competitive-Level Programming Solutions using LLMs
  11 Jul 2023 0 repositories listed
• Model Card and Evaluations for Claude Models
  11 Jul 2023 0 repositories listed
• Lightweight reranking for language model generations
  11 Jul 2023 0 repositories listed
• Entity Identifier: A Natural Text Parsing-based Framework For Entity Relation Extraction
  10 Jul 2023 0 repositories listed
• Model-Driven Engineering Method to Support the Formalization of Machine Learning using SysML
  10 Jul 2023 0 repositories listed
• Copilot for Xcode: Exploring AI-Assisted Programming by Prompting Cloud-based Large Language Models
  8 Jul 2023 0 repositories listed
• Large Language Models Empowered Autonomous Edge AI for Connected Intelligence
  6 Jul 2023 0 repositories listed
• Exploring Continual Learning for Code Generation Models
  5 Jul 2023 0 repositories listed
• Natural Language Generation and Understanding of Big Code for AI-Assisted Programming: A Review
  4 Jul 2023 0 repositories listed
• From ChatGPT to ThreatGPT: Impact of Generative AI in Cybersecurity and Privacy
  3 Jul 2023 0 repositories listed
• Stay on topic with Classifier-Free Guidance
  30 Jun 2023 0 repositories listed
• MyCrunchGPT: A chatGPT assisted framework for scientific machine learning
  27 Jun 2023 0 repositories listed
• Exploring the Robustness of Large Language Models for Solving Programming Problems
  26 Jun 2023 0 repositories listed
• Fine-Tuning Large Language Models for Answering Programming Questions with Code Snippets
  26 Jun 2023 0 repositories listed
• (Security) Assertions by Large Language Models
  24 Jun 2023 0 repositories listed
• Textbooks Are All You Need
  20 Jun 2023 0 repositories listed
• Artificial Intelligence for Technical Debt Management in Software Development
  16 Jun 2023 0 repositories listed
• Runtime Construction of Large-Scale Spiking Neuronal Network Models on GPU Devices
  16 Jun 2023 0 repositories listed
• Are ChatGPT and Other Similar Systems the Modern Lernaean Hydras of AI?
  15 Jun 2023 0 repositories listed
• Multi-target Backdoor Attacks for Code Pre-trained Models
  14 Jun 2023 0 repositories listed
• Adding guardrails to advanced chatbots
  13 Jun 2023 0 repositories listed
• A Comprehensive Review of State-of-The-Art Methods for Java Code Generation from Natural Language Text
  10 Jun 2023 0 repositories listed
• Is AI the better programming partner? Human-Human Pair Programming vs. Human-AI pAIr Programming
  8 Jun 2023 0 repositories listed
• StudentEval: A Benchmark of Student-Written Prompts for Large Language Models of Code
  7 Jun 2023 0 repositories listed
• A Static Evaluation of Code Completion by Large Language Models
  5 Jun 2023 0 repositories listed Syntology 4 ran (of which 0 constructed an object rather than computing a result; 4 with no instrument failure: 0 honoured, 0 violated, 4 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 4 harvested samples)
• Computing Education in the Era of Generative AI
  5 Jun 2023 0 repositories listed
• Empowering Business Transformation: The Positive Impact and Ethical Considerations of Generative AI in Software Product Management -- A Systematic Literature Review
  5 Jun 2023 0 repositories listed
• SelfEvolve: A Code Evolution Framework via Large Language Models
  5 Jun 2023 0 repositories listed
• Analysis of ChatGPT on Source Code
  1 Jun 2023 0 repositories listed
• ChatGPT for PLC/DCS Control Logic Generation
  25 May 2023 0 repositories listed
• Learning UI-to-Code Reverse Generator Using Visual Critic Without Rendering
  24 May 2023 0 repositories listed
• Uncovering and Quantifying Social Biases in Code Generation
  24 May 2023 0 repositories listed
• GrACE: Generation using Associated Code Edits
  23 May 2023 0 repositories listed
• Neural Machine Translation for Code Generation
  22 May 2023 0 repositories listed
• Towards Code Generation from BDD Test Case Specifications: A Vision
  19 May 2023 0 repositories listed
• Think Outside the Code: Brainstorming Boosts Large Language Models in Code Generation
  18 May 2023 0 repositories listed
• ACRoBat: Optimizing Auto-batching of Dynamic Deep Learning at Compile Time
  17 May 2023 0 repositories listed
• A Preliminary Analysis on the Code Generation Capabilities of GPT-3.5 and Bard AI Models for Java Functions
  16 May 2023 0 repositories listed
• Beyond the Safeguards: Exploring the Security Risks of ChatGPT
  13 May 2023 0 repositories listed
• Structured Chain-of-Thought Prompting for Code Generation
  11 May 2023 0 repositories listed
• Automated Code generation for Information Technology Tasks in YAML through Large Language Models
  2 May 2023 0 repositories listed
• Semantic Compression With Large Language Models
  25 Apr 2023 0 repositories listed
• Is ChatGPT the Ultimate Programming Assistant -- How far is it?
  24 Apr 2023 0 repositories listed
• Stochastic Code Generation
  14 Apr 2023 0 repositories listed
• Self Optimisation and Automatic Code Generation by Evolutionary Algorithms in PLC based Controlling Processes
  12 Apr 2023 0 repositories listed
• Tensor Slicing and Optimization for Multicore NPUs
  6 Apr 2023 0 repositories listed
• "It's Weird That it Knows What I Want": Usability and Interactions with Copilot for Novice Programmers
  5 Apr 2023 0 repositories listed
• AceCoder: Utilizing Existing Code to Enhance Code Generation
  31 Mar 2023 0 repositories listed
• TaskMatrix.AI: Completing Tasks by Connecting Foundation Models with Millions of APIs
  29 Mar 2023 0 repositories listed
• Can Large Language Models assist in Hazard Analysis?
  25 Mar 2023 0 repositories listed
• JaCoText: A Pretrained Model for Java Code-Text Generation
  22 Mar 2023 0 repositories listed
• PanGu-Σ: Towards Trillion Parameter Language Model with Sparse Heterogeneous Computing
  20 Mar 2023 0 repositories listed
• Exploring Distributional Shifts in Large Language Models for Code Analysis
  16 Mar 2023 0 repositories listed
• Knowledge Transfer for Pseudo-code Generation from Low Resource Programming Language
  16 Mar 2023 0 repositories listed
• Machine Learning-Driven Adaptive OpenMP For Portable Performance on Heterogeneous Systems
  15 Mar 2023 0 repositories listed
• Greener yet Powerful: Taming Large Code Generation Models with Quantization
  9 Mar 2023 0 repositories listed
• Planning with Large Language Models for Code Generation
  9 Mar 2023 0 repositories listed
• Advancing Direct Convolution using Convolution Slicing Optimization and ISA Extensions
  8 Mar 2023 0 repositories listed
• Does Synthetic Data Generation of LLMs Help Clinical Text Mining?
  8 Mar 2023 0 repositories listed
• EvoPrompting: Language Models for Code-Level Neural Architecture Search
  28 Feb 2023 0 repositories listed
• CodeLMSec Benchmark: Systematically Evaluating and Finding Security Vulnerabilities in Black-Box Code Language Models
  8 Feb 2023 0 repositories listed
• oneDNN Graph Compiler: A Hybrid Approach for High-Performance Deep Learning Compilation
  3 Jan 2023 0 repositories listed
• Generation-Augmented Query Expansion For Code Retrieval
  20 Dec 2022 0 repositories listed
• Natural Language to Code Generation in Interactive Data Science Notebooks
  19 Dec 2022 0 repositories listed
• UI Layers Group Detector: Grouping UI Layers via Text Fusion and Box Attention
  7 Dec 2022 0 repositories listed
• Integration of a systolic array based hardware accelerator into a DNN operator auto-tuning framework
  6 Dec 2022 0 repositories listed
• Explicit Knowledge Transfer for Weakly-Supervised Code Generation
  30 Nov 2022 0 repositories listed
• Automatic code generation from low fidelity graphical user interface sketches using deep learning
  28 Nov 2022 0 repositories listed
• Programming by Example and Text-to-Code Translation for Conversational Code Generation
  21 Nov 2022 0 repositories listed
• Steps towards prompt-based creation of virtual worlds
  10 Nov 2022 0 repositories listed
• Exploring Effects of Computational Parameter Changes to Image Recognition Systems
  1 Nov 2022 0 repositories listed
• A Simple, Yet Effective Approach to Finding Biases in Code Generation
  31 Oct 2022 0 repositories listed
• Aligning Offline Metrics and Human Judgments of Value for Code Generation Models
  29 Oct 2022 0 repositories listed
• CodeDSI: Differentiable Code Search
  1 Oct 2022 0 repositories listed
• Transferring Knowledge from Structure-aware Self-attention Language Model to Sequence-to-Sequence Semantic Parsing
  1 Oct 2022 0 repositories listed
• T5QL: Taming language models for SQL generation
  21 Sep 2022 0 repositories listed
• Towards Top-Down Automated Development in Limited Scopes: A Neuro-Symbolic Framework from Expressibles to Executables
  4 Sep 2022 0 repositories listed
• A rapid-prototype MPC tool based on gPROMS platform
  31 Aug 2022 0 repositories listed
• Exploring and Evaluating Personalized Models for Code Generation
  29 Aug 2022 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 2026-09-28, 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.