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Code Completion

Papers archive 2025-07-28

archive papers tagged: 212 · with a code link: 108 · where Syntology ran a sample: 42 (34 with a run with no instrument failure, 8 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (42 of 212 tagged: 34 with a run with no instrument failure, 8 where every run was a failure of Syntology's instrument)

Page 2 of 3: papers 101 to 200 of 212, 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.

• Empirical Study of Transformers for Source Code
  15 Oct 2020 1 repository listed
• GraphCodeBERT: Pre-training Code Representations with Data Flow
  17 Sep 2020 1 repository listed
• LambdaNet: Probabilistic Type Inference using Graph Neural Networks
  29 Apr 2020 1 repository listed
• Adversarial Robustness for Code
  11 Feb 2020 1 repository listed Syntology 3 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 1 violated, 0 with no contract checked; 2 where Syntology's instrument failed) · 0 unverified (of 3 harvested samples)
• Pythia: AI-assisted Code Completion System
  29 Nov 2019 1 repository listed Syntology official (archive's flag): 2 ran · 2 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 0 honoured, 0 violated, 2 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 2 harvested samples)
• CodeGRU: Context-aware Deep Learning with Gated Recurrent Unit for Source Code Modeling
  3 Mar 2019 1 repository listed
• Eclipse CDT code analysis and unit testing
  15 Nov 2018 1 repository listed
• Code Completion with Neural Attention and Pointer Networks
  27 Nov 2017 1 repository listed
• Beyond Autocomplete: Designing CopilotLens Towards Transparent and Explainable AI Coding Agents
  24 Jun 2025 0 repositories listed
• Plan for Speed -- Dilated Scheduling for Masked Diffusion Language Models
  23 Jun 2025 0 repositories listed Syntology 4 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 1 violated, 0 with no contract checked; 3 where Syntology's instrument failed) · 1 unverified (of 5 harvested samples) · 4 pointer-only (licence)
• HiLDe: Intentional Code Generation via Human-in-the-Loop Decoding
  28 May 2025 0 repositories listed
• Alignment-Augmented Speculative Decoding with Alignment Sampling and Conditional Verification
  19 May 2025 0 repositories listed
• Structure-Aware Corpus Construction and User-Perception-Aligned Metrics for Large-Language-Model Code Completion
  19 May 2025 0 repositories listed
• CodeMixBench: Evaluating Large Language Models on Code Generation with Code-Mixed Prompts
  8 May 2025 0 repositories listed
• Procedural Memory Is Not All You Need: Bridging Cognitive Gaps in LLM-Based Agents
  6 May 2025 0 repositories listed
• AKD : Adversarial Knowledge Distillation For Large Language Models Alignment on Coding tasks
  5 May 2025 0 repositories listed
• NoEsis: Differentially Private Knowledge Transfer in Modular LLM Adaptation
  25 Apr 2025 0 repositories listed Syntology 5 ran (of which 0 constructed an object rather than computing a result; 5 with no instrument failure: 0 honoured, 0 violated, 5 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 5 harvested samples)
• EduBot -- Can LLMs Solve Personalized Learning and Programming Assignments?
  23 Apr 2025 0 repositories listed
• RTLRepoCoder: Repository-Level RTL Code Completion through the Combination of Fine-Tuning and Retrieval Augmentation
  11 Apr 2025 0 repositories listed
• CCCI: Code Completion with Contextual Information for Complex Data Transfer Tasks Using Large Language Models
  29 Mar 2025 0 repositories listed
• On Explaining (Large) Language Models For Code Using Global Code-Based Explanations
  21 Mar 2025 0 repositories listed
• FEA-Bench: A Benchmark for Evaluating Repository-Level Code Generation for Feature Implementation
  9 Mar 2025 0 repositories listed Syntology 10 ran (of which 0 constructed an object rather than computing a result; 10 with no instrument failure: 0 honoured, 0 violated, 10 with no contract checked; 0 where Syntology's instrument failed) · 6 unverified (of 16 harvested samples)
• GenAI for Simulation Model in Model-Based Systems Engineering
  9 Mar 2025 0 repositories listed
• SolBench: A Dataset and Benchmark for Evaluating Functional Correctness in Solidity Code Completion and Repair
  3 Mar 2025 0 repositories listed
• Alchemist: Towards the Design of Efficient Online Continual Learning System
  3 Mar 2025 0 repositories listed
• Automated Code Generation and Validation for Software Components of Microcontrollers
  26 Feb 2025 0 repositories listed
• Comparative Analysis of Large Language Models for Context-Aware Code Completion using SAFIM Framework
  21 Feb 2025 0 repositories listed
• Mechanistic Understanding of Language Models in Syntactic Code Completion
  20 Feb 2025 0 repositories listed
• MathFimer: Enhancing Mathematical Reasoning by Expanding Reasoning Steps through Fill-in-the-Middle Task
  17 Feb 2025 0 repositories listed
• Improving FIM Code Completions via Context & Curriculum Based Learning
  21 Dec 2024 0 repositories listed
• ExecRepoBench: Multi-level Executable Code Completion Evaluation
  16 Dec 2024 0 repositories listed
• ContextModule: Improving Code Completion via Repository-level Contextual Information
  11 Dec 2024 0 repositories listed
• Protect Your Secrets: Understanding and Measuring Data Exposure in VSCode Extensions
  1 Dec 2024 0 repositories listed
• LibEvolutionEval: A Benchmark and Study for Version-Specific Code Generation
  19 Nov 2024 0 repositories listed
• FastDraft: How to Train Your Draft
  17 Nov 2024 0 repositories listed
• CoCoP: Enhancing Text Classification with LLM through Code Completion Prompt
  13 Nov 2024 0 repositories listed
• JudgeRank: Leveraging Large Language Models for Reasoning-Intensive Reranking
  31 Oct 2024 0 repositories listed
• M2rc-Eval: Massively Multilingual Repository-level Code Completion Evaluation
  28 Oct 2024 0 repositories listed
• CodeCipher: Learning to Obfuscate Source Code Against LLMs
  8 Oct 2024 0 repositories listed
• Horizon-Length Prediction: Advancing Fill-in-the-Middle Capabilities for Code Generation with Lookahead Planning
  4 Oct 2024 0 repositories listed
• MarsCode Agent: AI-native Automated Bug Fixing
  2 Sep 2024 0 repositories listed
• Statically Contextualizing Large Language Models with Typed Holes
  2 Sep 2024 0 repositories listed
• Retrieval-augmented code completion for local projects using large language models
  9 Aug 2024 0 repositories listed
• RepoMasterEval: Evaluating Code Completion via Real-World Repositories
  7 Aug 2024 0 repositories listed
• Black-Box Adversarial Attacks on LLM-Based Code Completion
  5 Aug 2024 0 repositories listed
• TaskEval: Assessing Difficulty of Code Generation Tasks for Large Language Models
  30 Jul 2024 0 repositories listed
• Evaluating Long Range Dependency Handling in Code Generation Models using Multi-Step Key Retrieval
  23 Jul 2024 0 repositories listed
• Curriculum Learning for Small Code Language Models
  14 Jul 2024 0 repositories listed
• TPIA: Towards Target-specific Prompt Injection Attack against Code-oriented Large Language Models
  12 Jul 2024 0 repositories listed
• Jailbreak Attacks and Defenses Against Large Language Models: A Survey
  5 Jul 2024 0 repositories listed
• CodeGemma: Open Code Models Based on Gemma
  17 Jun 2024 0 repositories listed
• Measuring memorization in RLHF for code completion
  17 Jun 2024 0 repositories listed
• Chain of Agents: Large Language Models Collaborating on Long-Context Tasks
  4 Jun 2024 0 repositories listed
• R2C2-Coder: Enhancing and Benchmarking Real-world Repository-level Code Completion Abilities of Code Large Language Models
  3 Jun 2024 0 repositories listed
• Model Cascading for Code: A Cascaded Black-Box Multi-Model Framework for Cost-Efficient Code Completion with Self-Testing
  24 May 2024 0 repositories listed
• Full Line Code Completion: Bringing AI to Desktop
  14 May 2024 0 repositories listed
• Rethinking Software Engineering in the Foundation Model Era: From Task-Driven AI Copilots to Goal-Driven AI Pair Programmers
  16 Apr 2024 0 repositories listed
• Is Next Token Prediction Sufficient for GPT? Exploration on Code Logic Comprehension
  13 Apr 2024 0 repositories listed
• Stable Code Technical Report
  1 Apr 2024 0 repositories listed
• Repoformer: Selective Retrieval for Repository-Level Code Completion
  15 Mar 2024 0 repositories listed
• Token Alignment via Character Matching for Subword Completion
  13 Mar 2024 0 repositories listed
• Insights from the Usage of the Ansible Lightspeed Code Completion Service
  27 Feb 2024 0 repositories listed
• REPOFUSE: Repository-Level Code Completion with Fused Dual Context
  22 Feb 2024 0 repositories listed
• Context Composing for Full Line Code Completion
  14 Feb 2024 0 repositories listed
• Do Large Code Models Understand Programming Concepts? Counterfactual Analysis for Code Predicates
  8 Feb 2024 0 repositories listed
• Neural Models for Source Code Synthesis and Completion
  8 Feb 2024 0 repositories listed
• Enhancing LLM-Based Coding Tools through Native Integration of IDE-Derived Static Context
  6 Feb 2024 0 repositories listed
• OMPGPT: A Generative Pre-trained Transformer Model for OpenMP
  28 Jan 2024 0 repositories listed
• A Review of Repository Level Prompting for LLMs
  15 Dec 2023 0 repositories listed
• Interpretability Illusions in the Generalization of Simplified Models
  6 Dec 2023 0 repositories listed
• Past as a Guide: Leveraging Retrospective Learning for Python Code Completion
  13 Nov 2023 0 repositories listed
• Identifying and Mitigating Vulnerabilities in LLM-Integrated Applications
  7 Nov 2023 0 repositories listed
• Attention Alignment and Flexible Positional Embeddings Improve Transformer Length Extrapolation
  1 Nov 2023 0 repositories listed
• Critique Ability of Large Language Models
  7 Oct 2023 0 repositories listed
• Laminar: A New Serverless Stream-based Framework with Semantic Code Search and Code Completion
  1 Sep 2023 0 repositories listed
• Identifying and Mitigating the Security Risks of Generative AI
  28 Aug 2023 0 repositories listed
• Benchmarking Causal Study to Interpret Large Language Models for Source Code
  23 Aug 2023 0 repositories listed
• SecureFalcon: Are We There Yet in Automated Software Vulnerability Detection with LLMs?
  13 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
• RepoFusion: Training Code Models to Understand Your Repository
  19 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)
• Better Context Makes Better Code Language Models: A Case Study on Function Call Argument Completion
  1 Jun 2023 0 repositories listed
• Coeditor: Leveraging Contextual Changes for Multi-round Code Auto-editing
  29 May 2023 0 repositories listed
• Neural Machine Translation for Code Generation
  22 May 2023 0 repositories listed
• TASTY: A Transformer based Approach to Space and Time complexity
  6 May 2023 0 repositories listed
• From Copilot to Pilot: Towards AI Supported Software Development
  7 Mar 2023 0 repositories listed
• Generation Probabilities Are Not Enough: Uncertainty Highlighting in AI Code Completions
  14 Feb 2023 0 repositories listed
• Serenity: Library Based Python Code Analysis for Code Completion and Automated Machine Learning
  5 Jan 2023 0 repositories listed
• Unveiling Code Pre-Trained Models: Investigating Syntax and Semantics Capacities
  20 Dec 2022 0 repositories listed
• MultiCoder: Multi-Programming-Lingual Pre-Training for Low-Resource Code Completion
  19 Dec 2022 0 repositories listed
• Text and Patterns: For Effective Chain of Thought, It Takes Two to Tango
  16 Sep 2022 0 repositories listed
• HierarchyNet: Learning to Summarize Source Code with Heterogeneous Representations
  31 May 2022 0 repositories listed
• All You Need Is Logs: Improving Code Completion by Learning from Anonymous IDE Usage Logs
  21 May 2022 0 repositories listed
• Compilable Neural Code Generation with Compiler Feedback
  10 Mar 2022 0 repositories listed
• Examining Zero-Shot Vulnerability Repair with Large Language Models
  3 Dec 2021 0 repositories listed
• Long-Range Modeling of Source Code Files with eWASH: Extended Window Access by Syntax Hierarchy
  17 Sep 2021 0 repositories listed
• Toward Less Hidden Cost of Code Completion with Acceptance and Ranking Models
  26 Jun 2021 0 repositories listed
• Learning to Complete Code with Sketches
  18 Jun 2021 0 repositories listed
• Learning to Extend Program Graphs to Work-in-Progress Code
  28 May 2021 0 repositories listed
• Improving Code Autocompletion with Transfer Learning
  12 May 2021 0 repositories listed

Syntology lines on 6 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.