| Evaluating Large Language Models for Code Review | May 26, 2025 | HumanEval | —Unverified | 0 |
| Reasoning Runtime Behavior of a Program with LLM: How Far Are We? | Mar 25, 2024 | HumanEval | —Unverified | 0 |
| Exploring and Evaluating Hallucinations in LLM-Powered Code Generation | Apr 1, 2024 | Code GenerationHallucination | —Unverified | 0 |
| Falcon: Faster and Parallel Inference of Large Language Models through Enhanced Semi-Autoregressive Drafting and Custom-Designed Decoding Tree | Dec 17, 2024 | GSM8KHumanEval | —Unverified | 0 |
| From Output to Evaluation: Does Raw Instruction-Tuned Code LLMs Output Suffice for Fill-in-the-Middle Code Generation? | May 24, 2025 | Code GenerationHumanEval | —Unverified | 0 |
| Fully Autonomous Programming using Iterative Multi-Agent Debugging with Large Language Models | Mar 10, 2025 | HumanEvalProgram Synthesis | —Unverified | 0 |
| G-Designer: Architecting Multi-agent Communication Topologies via Graph Neural Networks | Oct 15, 2024 | HumanEvalLanguage Modelling | —Unverified | 0 |
| Grammar-Based Code Representation: Is It a Worthy Pursuit for LLMs? | Mar 7, 2025 | Code GenerationHumanEval | —Unverified | 0 |
| GRIN: GRadient-INformed MoE | Sep 18, 2024 | HellaSwagHumanEval | —Unverified | 0 |
| Guaranteed Guess: A Language Modeling Approach for CISC-to-RISC Transpilation with Testing Guarantees | Jun 17, 2025 | Code TranslationHumanEval | —Unverified | 0 |
| Guided Code Generation with LLMs: A Multi-Agent Framework for Complex Code Tasks | Jan 11, 2025 | Code GenerationHumanEval | —Unverified | 0 |
| Guideline Forest: Experience-Induced Multi-Guideline Reasoning with Stepwise Aggregation | Jun 9, 2025 | GSM8KHumanEval | —Unverified | 0 |
| Importing Phantoms: Measuring LLM Package Hallucination Vulnerabilities | Jan 31, 2025 | Code GenerationHallucination | —Unverified | 0 |
| Inference-Aware Fine-Tuning for Best-of-N Sampling in Large Language Models | Dec 18, 2024 | HumanEvalImitation Learning | —Unverified | 0 |
| InfiFusion: A Unified Framework for Enhanced Cross-Model Reasoning via LLM Fusion | Jan 6, 2025 | GSM8KHumanEval | —Unverified | 0 |
| Interactive Code Generation via Test-Driven User-Intent Formalization | Aug 11, 2022 | Code GenerationHumanEval | —Unverified | 0 |
| Isolating Language-Coding from Problem-Solving: Benchmarking LLMs with PseudoEval | Feb 26, 2025 | BenchmarkingCode Generation | —Unverified | 0 |
| Kotlin ML Pack: Technical Report | May 29, 2024 | Code GenerationHumanEval | —Unverified | 0 |
| KV Prediction for Improved Time to First Token | Oct 10, 2024 | Code CompletionCPU | —Unverified | 0 |
| Large Language Model Guided Self-Debugging Code Generation | Feb 5, 2025 | Code GenerationComputational Efficiency | —Unverified | 0 |
| Layer-Aware Task Arithmetic: Disentangling Task-Specific and Instruction-Following Knowledge | Feb 27, 2025 | GSM8KHumanEval | —Unverified | 0 |
| Learning How To Ask: Cycle-Consistency Refines Prompts in Multimodal Foundation Models | Feb 13, 2024 | Code GenerationHumanEval | —Unverified | 0 |
| Learning to Reason via Self-Iterative Process Feedback for Small Language Models | Dec 11, 2024 | Domain GeneralizationGSM8K | —Unverified | 0 |
| Leveraging Metamemory Mechanisms for Enhanced Data-Free Code Generation in LLMs | Jan 14, 2025 | Code GenerationHumanEval | —Unverified | 0 |
| LiveCodeBench: Holistic and Contamination Free Evaluation of Large Language Models for Code | Mar 12, 2024 | Code GenerationHumanEval | —Unverified | 0 |