Browse State-of-the-Art › Code Generation › Papers, page 15
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 15 of 17: papers 1,401 to 1,500 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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Comparing large language models and human programmers for generating programming code1 Mar 2024 0 repositories listed
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Compositional API Recommendation for Library-Oriented Code Generation29 Feb 2024 0 repositories listed
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SEED: Customize Large Language Models with Sample-Efficient Adaptation for Code Generation29 Feb 2024 0 repositories listed
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SoD²: Statically Optimizing Dynamic Deep Neural Network29 Feb 2024 0 repositories listed
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The Counterfeit Conundrum: Can Code Language Models Grasp the Nuances of Their Incorrect Generations?29 Feb 2024 0 repositories listed
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Insights from the Usage of the Ansible Lightspeed Code Completion Service27 Feb 2024 0 repositories listed
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25 Feb 2024 0 repositories listed
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Copilot Evaluation Harness: Evaluating LLM-Guided Software Programming22 Feb 2024 0 repositories listed
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Fine-Tuning Enhances Existing Mechanisms: A Case Study on Entity Tracking22 Feb 2024 0 repositories listed
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RoboScript: Code Generation for Free-Form Manipulation Tasks across Real and Simulation22 Feb 2024 0 repositories listed
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Semantic Mirror Jailbreak: Genetic Algorithm Based Jailbreak Prompts Against Open-source LLMs21 Feb 2024 0 repositories listed
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Test-Driven Development for Code Generation21 Feb 2024 0 repositories listed
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Advancing GenAI Assisted Programming--A Comparative Study on Prompt Efficiency and Code Quality Between GPT-4 and GLM-420 Feb 2024 0 repositories listed
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Can ChatGPT Support Developers? An Empirical Evaluation of Large Language Models for Code Generation18 Feb 2024 0 repositories listed
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Exploring Hybrid Question Answering via Program-based Prompting16 Feb 2024 0 repositories listed
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Learning How To Ask: Cycle-Consistency Refines Prompts in Multimodal Foundation Models13 Feb 2024 0 repositories listed
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Game Agent Driven by Free-Form Text Command: Using LLM-based Code Generation and Behavior Branch12 Feb 2024 0 repositories listed
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Grounding Data Science Code Generation with Input-Output Specifications12 Feb 2024 0 repositories listed
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LLMs for Coding and Robotics Education9 Feb 2024 0 repositories listed
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V-STaR: Training Verifiers for Self-Taught Reasoners9 Feb 2024 0 repositories listed
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Do Large Code Models Understand Programming Concepts? Counterfactual Analysis for Code Predicates8 Feb 2024 0 repositories listed
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Text-to-Code Generation with Modality-relative Pre-training8 Feb 2024 0 repositories listed
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Code as Reward: Empowering Reinforcement Learning with VLMs7 Feb 2024 0 repositories listed
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Automatic Robotic Development through Collaborative Framework by Large Language Models6 Feb 2024 0 repositories listed
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Design and implementation of a real-time onboard system for a stratospheric balloon mission using commercial off-the-self components and a model-based approach6 Feb 2024 0 repositories listed
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Make Every Move Count: LLM-based High-Quality RTL Code Generation Using MCTS5 Feb 2024 0 repositories listed
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User Centric Evaluation of Code Generation Tools5 Feb 2024 0 repositories listed
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A Survey for Foundation Models in Autonomous Driving2 Feb 2024 0 repositories listed
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Code Representation Learning At Scale2 Feb 2024 0 repositories listed
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Ocassionally Secure: A Comparative Analysis of Code Generation Assistants1 Feb 2024 0 repositories listed
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OMPGPT: A Generative Pre-trained Transformer Model for OpenMP28 Jan 2024 0 repositories listed
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Copilot-in-the-Loop: Fixing Code Smells in Copilot-Generated Python Code using Copilot25 Jan 2024 0 repositories listed
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"Which LLM should I use?": Evaluating LLMs for tasks performed by Undergraduate Computer Science Students22 Jan 2024 0 repositories listed
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AutoChunk: Automated Activation Chunk for Memory-Efficient Long Sequence Inference19 Jan 2024 0 repositories listed
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Interactions with Prompt Problems: A New Way to Teach Programming with Large Language Models19 Jan 2024 0 repositories listed
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CLSA-CIM: A Cross-Layer Scheduling Approach for Computing-in-Memory Architectures15 Jan 2024 0 repositories listed
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Code Security Vulnerability Repair Using Reinforcement Learning with Large Language Models13 Jan 2024 0 repositories listed
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DevEval: Evaluating Code Generation in Practical Software Projects12 Jan 2024 0 repositories listed
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Zero-Shot RTL Code Generation with Attention Sink Augmented Large Language Models12 Jan 2024 0 repositories listed
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Mutation-based Consistency Testing for Evaluating the Code Understanding Capability of LLMs11 Jan 2024 0 repositories listed
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Leveraging Print Debugging to Improve Code Generation in Large Language Models10 Jan 2024 0 repositories listed
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PythonSaga: Redefining the Benchmark to Evaluate Code Generating LLMs8 Jan 2024 0 repositories listed
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TeleChat Technical Report8 Jan 2024 0 repositories listed
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Using LLM to select the right SQL Query from candidates4 Jan 2024 0 repositories listed
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If LLM Is the Wizard, Then Code Is the Wand: A Survey on How Code Empowers Large Language Models to Serve as Intelligent Agents1 Jan 2024 0 repositories listed
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Capture the Flag: Uncovering Data Insights with Large Language Models21 Dec 2023 0 repositories listed
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Opportunities and Challenges of Applying Large Language Models in Building Energy Efficiency and Decarbonization Studies: An Exploratory Overview18 Dec 2023 0 repositories listed
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A Review of Repository Level Prompting for LLMs15 Dec 2023 0 repositories listed
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Dynamic Retrieval-Augmented Generation14 Dec 2023 0 repositories listed
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An Invitation to Deep Reinforcement Learning13 Dec 2023 0 repositories listed
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Assessing GPT4-V on Structured Reasoning Tasks13 Dec 2023 0 repositories listed
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ComplexityNet: Increasing LLM Inference Efficiency by Learning Task Complexity12 Dec 2023 0 repositories listed
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Rethinking the Instruction Quality: LIFT is What You Need12 Dec 2023 0 repositories listed
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Batched Low-Rank Adaptation of Foundation Models9 Dec 2023 0 repositories listed
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Neuron Patching: Semantic-based Neuron-level Language Model Repair for Code Generation8 Dec 2023 0 repositories listed
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DeceptPrompt: Exploiting LLM-driven Code Generation via Adversarial Natural Language Instructions7 Dec 2023 0 repositories listed
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Decoding Data Quality via Synthetic Corruptions: Embedding-guided Pruning of Code Data5 Dec 2023 0 repositories listed
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A Machine Learning Approach Towards SKILL Code Autocompletion4 Dec 2023 0 repositories listed
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1 Dec 2023 0 repositories listed
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Universal Self-Consistency for Large Language Model Generation29 Nov 2023 0 repositories listed
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Novel Preprocessing Technique for Data Embedding in Engineering Code Generation Using Large Language Model27 Nov 2023 0 repositories listed
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Function-constrained Program Synthesis27 Nov 2023 0 repositories listed
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LLM-Assisted Code Cleaning For Training Accurate Code Generators25 Nov 2023 0 repositories listed
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Nova: Generative Language Models for Assembly Code with Hierarchical Attention and Contrastive Learning22 Nov 2023 0 repositories listed
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Advancements in Generative AI: A Comprehensive Review of GANs, GPT, Autoencoders, Diffusion Model, and Transformers17 Nov 2023 0 repositories listed
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DLAS: An Exploration and Assessment of the Deep Learning Acceleration Stack15 Nov 2023 0 repositories listed
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Anticipating User Needs: Insights from Design Fiction on Conversational Agents for Computational Thinking12 Nov 2023 0 repositories listed
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BizBench: A Quantitative Reasoning Benchmark for Business and Finance11 Nov 2023 0 repositories listed
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CompCodeVet: A Compiler-guided Validation and Enhancement Approach for Code Dataset11 Nov 2023 0 repositories listed
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Testing LLMs on Code Generation with Varying Levels of Prompt Specificity10 Nov 2023 0 repositories listed
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Retrieval-Augmented Code Generation for Universal Information Extraction6 Nov 2023 0 repositories listed
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Can ChatGPT support software verification?4 Nov 2023 0 repositories listed
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ChatCoder: Chat-based Refine Requirement Improves LLMs' Code Generation1 Nov 2023 0 repositories listed
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SALLM: Security Assessment of Generated Code1 Nov 2023 0 repositories listed
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Generative retrieval-augmented ontologic graph and multi-agent strategies for interpretive large language model-based materials design30 Oct 2023 0 repositories listed
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CodeFusion: A Pre-trained Diffusion Model for Code Generation26 Oct 2023 0 repositories listed
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FormaT5: Abstention and Examples for Conditional Table Formatting with Natural Language26 Oct 2023 0 repositories listed
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TSTᴿ: Target Similarity Tuning Meets the Real World26 Oct 2023 0 repositories listed
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Enhancing Large Language Models for Secure Code Generation: A Dataset-driven Study on Vulnerability Mitigation25 Oct 2023 0 repositories listed
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Exploring Large Language Models for Code Explanation25 Oct 2023 0 repositories listed
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AI-enhanced Auto-correction of Programming Exercises: How Effective is GPT-3.5?24 Oct 2023 0 repositories listed
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API-Assisted Code Generation for Question Answering on Varied Table Structures23 Oct 2023 0 repositories listed
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Bridging Code Semantic and LLMs: Semantic Chain-of-Thought Prompting for Code Generation16 Oct 2023 0 repositories listed
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Let's reward step by step: Step-Level reward model as the Navigators for Reasoning16 Oct 2023 0 repositories listed
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Towards the Imagenets of ML4EDA16 Oct 2023 0 repositories listed
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Configuration Validation with Large Language Models15 Oct 2023 0 repositories listed
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Large Language Model-Aware In-Context Learning for Code Generation15 Oct 2023 0 repositories listed
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CodeFuse-13B: A Pretrained Multi-lingual Code Large Language Model10 Oct 2023 0 repositories listed
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Integrating Graphs with Large Language Models: Methods and Prospects9 Oct 2023 0 repositories listed
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AUTOPARLLM: GNN-Guided Automatic Code Parallelization using Large Language Models6 Oct 2023 0 repositories listed
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Predicting Emergent Abilities with Infinite Resolution Evaluation5 Oct 2023 0 repositories listed
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GPT-4 as an interface between researchers and computational software: improving usability and reproducibility4 Oct 2023 0 repositories listed
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ℬ-Coder: Value-Based Deep Reinforcement Learning for Program Synthesis4 Oct 2023 0 repositories listed
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Large Language Models as Analogical Reasoners3 Oct 2023 0 repositories listed
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Reinforcement Learning from Automatic Feedback for High-Quality Unit Test Generation3 Oct 2023 0 repositories listed
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SEED: Domain-Specific Data Curation With Large Language Models1 Oct 2023 0 repositories listed
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YFlows: Systematic Dataflow Exploration and Code Generation for Efficient Neural Network Inference using SIMD Architectures on CPUs1 Oct 2023 0 repositories listed
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L2CEval: Evaluating Language-to-Code Generation Capabilities of Large Language Models29 Sep 2023 0 repositories listed
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LORD: Low Rank Decomposition Of Monolingual Code LLMs For One-Shot Compression25 Sep 2023 0 repositories listed
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18 Sep 2023 0 repositories listed