| Fully Autonomous Programming using Iterative Multi-Agent Debugging with Large Language Models | Mar 10, 2025 | HumanEvalProgram Synthesis | —Unverified | 0 |
| Benchmarking AI Models in Software Engineering: A Review, Search Tool, and Enhancement Protocol | Mar 7, 2025 | BenchmarkingBug fixing | —Unverified | 0 |
| Grammar-Based Code Representation: Is It a Worthy Pursuit for LLMs? | Mar 7, 2025 | Code GenerationHumanEval | —Unverified | 0 |
| ThrowBench: Benchmarking LLMs by Predicting Runtime Exceptions | Mar 6, 2025 | BenchmarkingHumanEval | CodeCode Available | 0 |
| Layer-Aware Task Arithmetic: Disentangling Task-Specific and Instruction-Following Knowledge | Feb 27, 2025 | GSM8KHumanEval | —Unverified | 0 |
| Isolating Language-Coding from Problem-Solving: Benchmarking LLMs with PseudoEval | Feb 26, 2025 | BenchmarkingCode Generation | —Unverified | 0 |
| UnitCoder: Scalable Iterative Code Synthesis with Unit Test Guidance | Feb 17, 2025 | Code GenerationHumanEval | —Unverified | 0 |
| CopySpec: Accelerating LLMs with Speculative Copy-and-Paste Without Compromising Quality | Feb 13, 2025 | 8kGPU | CodeCode Available | 0 |
| Reasoning-as-Logic-Units: Scaling Test-Time Reasoning in Large Language Models Through Logic Unit Alignment | Feb 5, 2025 | GSM8KHumanEval | —Unverified | 0 |
| Large Language Model Guided Self-Debugging Code Generation | Feb 5, 2025 | Code GenerationComputational Efficiency | —Unverified | 0 |
