| Exploring and Evaluating Hallucinations in LLM-Powered Code Generation | Apr 1, 2024 | Code GenerationHallucination | —Unverified | 0 |
| Top Leaderboard Ranking = Top Coding Proficiency, Always? EvoEval: Evolving Coding Benchmarks via LLM | Mar 28, 2024 | Code GenerationHumanEval | CodeCode Available | 2 |
| CYCLE: Learning to Self-Refine the Code Generation | Mar 27, 2024 | Code GenerationHumanEval | CodeCode Available | 1 |
| Reasoning Runtime Behavior of a Program with LLM: How Far Are We? | Mar 25, 2024 | HumanEval | —Unverified | 0 |
| CodeShell Technical Report | Mar 23, 2024 | 8kHumanEval | —Unverified | 0 |
| SOEN-101: Code Generation by Emulating Software Process Models Using Large Language Model Agents | Mar 23, 2024 | Code GenerationHumanEval | —Unverified | 0 |
| Investigating the Performance of Language Models for Completing Code in Functional Programming Languages: a Haskell Case Study | Mar 22, 2024 | Code CompletionHumanEval | CodeCode Available | 0 |
| CodeUltraFeedback: An LLM-as-a-Judge Dataset for Aligning Large Language Models to Coding Preferences | Mar 14, 2024 | HumanEval | CodeCode Available | 7 |
| CodingTeachLLM: Empowering LLM's Coding Ability via AST Prior Knowledge | Mar 13, 2024 | Dialogue EvaluationHumanEval | —Unverified | 0 |
| Software Vulnerability and Functionality Assessment using LLMs | Mar 13, 2024 | Code GenerationHumanEval | —Unverified | 0 |
| AutoDev: Automated AI-Driven Development | Mar 13, 2024 | Code GenerationHumanEval | CodeCode Available | 11 |
| LiveCodeBench: Holistic and Contamination Free Evaluation of Large Language Models for Code | Mar 12, 2024 | Code GenerationHumanEval | —Unverified | 0 |
| InfiBench: Evaluating the Question-Answering Capabilities of Code Large Language Models | Mar 11, 2024 | Code GenerationHumanEval | CodeCode Available | 1 |
| LLM4Decompile: Decompiling Binary Code with Large Language Models | Mar 8, 2024 | HumanEval | CodeCode Available | 9 |
| HumanEval-XL: A Multilingual Code Generation Benchmark for Cross-lingual Natural Language Generalization | Feb 26, 2024 | Code GenerationHumanEval | CodeCode Available | 1 |
| Debug like a Human: A Large Language Model Debugger via Verifying Runtime Execution Step-by-step | Feb 25, 2024 | Code GenerationHumanEval | CodeCode Available | 4 |
| Generalization or Memorization: Data Contamination and Trustworthy Evaluation for Large Language Models | Feb 24, 2024 | HumanEvalMemorization | CodeCode Available | 1 |
| OpenCodeInterpreter: Integrating Code Generation with Execution and Refinement | Feb 22, 2024 | Code GenerationHumanEval | CodeCode Available | 5 |
| Test-Driven Development for Code Generation | Feb 21, 2024 | Code GenerationHumanEval | —Unverified | 0 |
| HumanEval on Latest GPT Models -- 2024 | Feb 20, 2024 | Code GenerationHumanEval | CodeCode Available | 0 |
| Generation Meets Verification: Accelerating Large Language Model Inference with Smart Parallel Auto-Correct Decoding | Feb 19, 2024 | HumanEvalLanguage Modeling | CodeCode Available | 1 |
| DolphCoder: Echo-Locating Code Large Language Models with Diverse and Multi-Objective Instruction Tuning | Feb 14, 2024 | Code GenerationHumanEval | CodeCode Available | 1 |
| Learning How To Ask: Cycle-Consistency Refines Prompts in Multimodal Foundation Models | Feb 13, 2024 | Code GenerationHumanEval | —Unverified | 0 |
| Unsupervised Evaluation of Code LLMs with Round-Trip Correctness | Feb 13, 2024 | HumanEvalmbpp | CodeCode Available | 1 |
| Getting the most out of your tokenizer for pre-training and domain adaptation | Feb 1, 2024 | Code GenerationDomain Adaptation | CodeCode Available | 1 |
