Browse State-of-the-Art › Code Generation › Papers, page 9

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 9 of 17: papers 801 to 900 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.

• Rethinking the effects of data contamination in Code Intelligence
  3 Jun 2025 0 repositories listed
• Flow2Code: Evaluating Large Language Models for Flowchart-based Code Generation Capability
  2 Jun 2025 0 repositories listed
• ResearchCodeBench: Benchmarking LLMs on Implementing Novel Machine Learning Research Code
  2 Jun 2025 0 repositories listed
• SALAD: Systematic Assessment of Machine Unlearing on LLM-Aided Hardware Design
  2 Jun 2025 0 repositories listed
• Legal Compliance Evaluation of Smart Contracts Generated By Large Language Models
  1 Jun 2025 0 repositories listed
• CoQuIR: A Comprehensive Benchmark for Code Quality-Aware Information Retrieval
  31 May 2025 0 repositories listed
• A Reward-driven Automated Webshell Malicious-code Generator for Red-teaming
  30 May 2025 0 repositories listed
• Cascading Adversarial Bias from Injection to Distillation in Language Models
  30 May 2025 0 repositories listed
• Eye of Judgement: Dissecting the Evaluation of Russian-speaking LLMs with POLLUX
  30 May 2025 0 repositories listed
• HardTests: Synthesizing High-Quality Test Cases for LLM Coding
  30 May 2025 0 repositories listed
• SwiftEval: Developing a Language-Specific Benchmark for LLM-generated Code Evaluation
  30 May 2025 0 repositories listed
• Writing-Zero: Bridge the Gap Between Non-verifiable Tasks and Verifiable Rewards
  30 May 2025 0 repositories listed
• Enhancing LLM-Based Code Generation with Complexity Metrics: A Feedback-Driven Approach
  29 May 2025 0 repositories listed
• Infinite-Instruct: Synthesizing Scaling Code instruction Data with Bidirectional Synthesis and Static Verification
  29 May 2025 0 repositories listed
• SwingArena: Competitive Programming Arena for Long-context GitHub Issue Solving
  29 May 2025 0 repositories listed
• DeepRTL2: A Versatile Model for RTL-Related Tasks
  28 May 2025 0 repositories listed
• HiLDe: Intentional Code Generation via Human-in-the-Loop Decoding
  28 May 2025 0 repositories listed
• An LLM-as-Judge Metric for Bridging the Gap with Human Evaluation in SE Tasks
  27 May 2025 0 repositories listed
• Rendering-Aware Reinforcement Learning for Vector Graphics Generation
  27 May 2025 0 repositories listed
• CODE-DITING: A Reasoning-Based Metric for Functional Alignment in Code Evaluation
  26 May 2025 0 repositories listed
• Large Language Models for IT Automation Tasks: Are We There Yet?
  26 May 2025 0 repositories listed
• Large Language Models in Code Co-generation for Safe Autonomous Vehicles
  26 May 2025 0 repositories listed
• ActiveDPO: Active Direct Preference Optimization for Sample-Efficient Alignment
  25 May 2025 0 repositories listed
• Architectures of Error: A Philosophical Inquiry into AI and Human Code Generation
  25 May 2025 0 repositories listed
• Autocomp: LLM-Driven Code Optimization for Tensor Accelerators
  24 May 2025 0 repositories listed
• Does Representation Intervention Really Identify Desired Concepts and Elicit Alignment?
  24 May 2025 0 repositories listed Syntology 3 ran (of which 0 constructed an object rather than computing a result; 3 with no instrument failure: 0 honoured, 0 violated, 3 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 4 harvested samples) · 1 pointer-only (licence)
• From Output to Evaluation: Does Raw Instruction-Tuned Code LLMs Output Suffice for Fill-in-the-Middle Code Generation?
  24 May 2025 0 repositories listed
• HD-PiSSA: High-Rank Distributed Orthogonal Adaptation
  24 May 2025 0 repositories listed
• PromptWise: Online Learning for Cost-Aware Prompt Assignment in Generative Models
  24 May 2025 0 repositories listed
• Evaluating the Energy-Efficiency of the Code Generated by LLMs
  23 May 2025 0 repositories listed
• PPT: A Process-based Preference Learning Framework for Self Improving Table Question Answering Models
  23 May 2025 0 repositories listed
• Code Graph Model (CGM): A Graph-Integrated Large Language Model for Repository-Level Software Engineering Tasks
  22 May 2025 0 repositories listed
• MAPS: A Multilingual Benchmark for Global Agent Performance and Security
  21 May 2025 0 repositories listed
• SIMCOPILOT: Evaluating Large Language Models for Copilot-Style Code Generation
  21 May 2025 0 repositories listed
• Towards a Science of Causal Interpretability in Deep Learning for Software Engineering
  21 May 2025 0 repositories listed
• Cheaper, Better, Faster, Stronger: Robust Text-to-SQL without Chain-of-Thought or Fine-Tuning
  20 May 2025 0 repositories listed
• From Reasoning to Code: GRPO Optimization for Underrepresented Languages
  20 May 2025 0 repositories listed
• Knowledge Graph Based Repository-Level Code Generation
  20 May 2025 0 repositories listed
• Self-Evolving Curriculum for LLM Reasoning
  20 May 2025 0 repositories listed
• Text Generation Beyond Discrete Token Sampling
  20 May 2025 0 repositories listed
• AutoGEEval: A Multimodal and Automated Framework for Geospatial Code Generation on GEE with Large Language Models
  19 May 2025 0 repositories listed
• Krikri: Advancing Open Large Language Models for Greek
  19 May 2025 0 repositories listed
• On-Policy Optimization with Group Equivalent Preference for Multi-Programming Language Understanding
  19 May 2025 0 repositories listed
• Selective Code Generation for Functional Guarantees
  19 May 2025 0 repositories listed
• Understanding Complexity in VideoQA via Visual Program Generation
  19 May 2025 0 repositories listed
• EVALOOP: Assessing LLM Robustness in Programming from a Self-consistency Perspective
  18 May 2025 0 repositories listed
• SOCIA: An End-to-End Agentic Framework for Automated Cyber-Physical-Social Simulator Generation
  17 May 2025 0 repositories listed
• Reasoning with OmniThought: A Large CoT Dataset with Verbosity and Cognitive Difficulty Annotations
  16 May 2025 0 repositories listed
• Code-Driven Planning in Grid Worlds with Large Language Models
  15 May 2025 0 repositories listed
• CRPE: Expanding The Reasoning Capability of Large Language Model for Code Generation
  15 May 2025 0 repositories listed
• Reinforcing the Diffusion Chain of Lateral Thought with Diffusion Language Models
  15 May 2025 0 repositories listed
• Agent-as-a-Service based on Agent Network
  13 May 2025 0 repositories listed
• CAD-Coder:Text-Guided CAD Files Code Generation
  13 May 2025 0 repositories listed
• Evaluating LLM Metrics Through Real-World Capabilities
  13 May 2025 0 repositories listed
• Generalizing Large Language Model Usability Across Resource-Constrained
  13 May 2025 0 repositories listed
• Tests as Prompt: A Test-Driven-Development Benchmark for LLM Code Generation
  13 May 2025 0 repositories listed
• One Trigger Token Is Enough: A Defense Strategy for Balancing Safety and Usability in Large Language Models
  12 May 2025 0 repositories listed
• Code Retrieval for MILP Instance Generation
  11 May 2025 0 repositories listed
• RTL++: Graph-enhanced LLM for RTL Code Generation
  11 May 2025 0 repositories listed
• CodeMixBench: Evaluating Large Language Models on Code Generation with Code-Mixed Prompts
  8 May 2025 0 repositories listed
• A Proposal for Evaluating the Operational Risk for ChatBots based on Large Language Models
  7 May 2025 0 repositories listed
• LLM Code Customization with Visual Results: A Benchmark on TikZ
  7 May 2025 0 repositories listed
• YABLoCo: Yet Another Benchmark for Long Context Code Generation
  7 May 2025 0 repositories listed
• Capability-Driven Skill Generation with LLMs: A RAG-Based Approach for Reusing Existing Libraries and Interfaces
  6 May 2025 0 repositories listed
• MARCO: Multi-Agent Code Optimization with Real-Time Knowledge Integration for High-Performance Computing
  6 May 2025 0 repositories listed
• Scratch Copilot: Supporting Youth Creative Coding with AI
  6 May 2025 0 repositories listed
• STORY2GAME: Generating (Almost) Everything in an Interactive Fiction Game
  6 May 2025 0 repositories listed
• AKD : Adversarial Knowledge Distillation For Large Language Models Alignment on Coding tasks
  5 May 2025 0 repositories listed
• QiMeng-Xpiler: Transcompiling Tensor Programs for Deep Learning Systems with a Neural-Symbolic Approach
  4 May 2025 0 repositories listed
• A Rusty Link in the AI Supply Chain: Detecting Evil Configurations in Model Repositories
  2 May 2025 0 repositories listed
• CHORUS: Zero-shot Hierarchical Retrieval and Orchestration for Generating Linear Programming Code
  2 May 2025 0 repositories listed
• PipeSpec: Breaking Stage Dependencies in Hierarchical LLM Decoding
  2 May 2025 0 repositories listed
• Assessing LLM code generation quality through path planning tasks
  30 Apr 2025 0 repositories listed
• ARCS: Agentic Retrieval-Augmented Code Synthesis with Iterative Refinement
  29 Apr 2025 0 repositories listed
• CoCo-Bench: A Comprehensive Code Benchmark For Multi-task Large Language Model Evaluation
  29 Apr 2025 0 repositories listed
• Hallucination by Code Generation LLMs: Taxonomy, Benchmarks, Mitigation, and Challenges
  29 Apr 2025 0 repositories listed
• SecRepoBench: Benchmarking LLMs for Secure Code Generation in Real-World Repositories
  29 Apr 2025 0 repositories listed
• Skill Discovery for Software Scripting Automation via Offline Simulations with LLMs
  29 Apr 2025 0 repositories listed
• The Hidden Risks of LLM-Generated Web Application Code: A Security-Centric Evaluation of Code Generation Capabilities in Large Language Models
  29 Apr 2025 0 repositories listed
• An Automated Reinforcement Learning Reward Design Framework with Large Language Model for Cooperative Platoon Coordination
  28 Apr 2025 0 repositories listed
• Evaluating Grounded Reasoning by Code-Assisted Large Language Models for Mathematics
  24 Apr 2025 0 repositories listed
• High-Fidelity And Complex Test Data Generation For Real-World SQL Code Generation Services
  24 Apr 2025 0 repositories listed
• ClarifyCoder: Clarification-Aware Fine-Tuning for Programmatic Problem Solving
  23 Apr 2025 0 repositories listed
• EduBot -- Can LLMs Solve Personalized Learning and Programming Assignments?
  23 Apr 2025 0 repositories listed
• A Large-scale Class-level Benchmark Dataset for Code Generation with LLMs
  22 Apr 2025 0 repositories listed
• Insights from Verification: Training a Verilog Generation LLM with Reinforcement Learning with Testbench Feedback
  22 Apr 2025 0 repositories listed
• VeriCoder: Enhancing LLM-Based RTL Code Generation through Functional Correctness Validation
  22 Apr 2025 0 repositories listed
• Empowering AI to Generate Better AI Code: Guided Generation of Deep Learning Projects with LLMs
  21 Apr 2025 0 repositories listed
• Evaluating Code Generation of LLMs in Advanced Computer Science Problems
  21 Apr 2025 0 repositories listed
• Improving RL Exploration for LLM Reasoning through Retrospective Replay
  19 Apr 2025 0 repositories listed
• CodeVisionary: An Agent-based Framework for Evaluating Large Language Models in Code Generation
  18 Apr 2025 0 repositories listed
• Do Prompt Patterns Affect Code Quality? A First Empirical Assessment of ChatGPT-Generated Code
  18 Apr 2025 0 repositories listed
• Towards End-to-End Network Intent Management with Large Language Models
  18 Apr 2025 0 repositories listed
• Code Copycat Conundrum: Demystifying Repetition in LLM-based Code Generation
  17 Apr 2025 0 repositories listed
• Syntactic and Semantic Control of Large Language Models via Sequential Monte Carlo
  17 Apr 2025 0 repositories listed
• Rethinking the Generation of High-Quality CoT Data from the Perspective of LLM-Adaptive Question Difficulty Grading
  16 Apr 2025 0 repositories listed
• Themisto: Jupyter-Based Runtime Benchmark
  16 Apr 2025 0 repositories listed
• The Future of MLLM Prompting is Adaptive: A Comprehensive Experimental Evaluation of Prompt Engineering Methods for Robust Multimodal Performance
  14 Apr 2025 0 repositories listed
• Draw with Thought: Unleashing Multimodal Reasoning for Scientific Diagram Generation
  13 Apr 2025 0 repositories listed
• Iterative Self-Training for Code Generation via Reinforced Re-Ranking
  13 Apr 2025 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.