| DSTC: Direct Preference Learning with Only Self-Generated Tests and Code to Improve Code LMs | Nov 20, 2024 | Code GenerationHumanEval | —Unverified | 0 |
| VALTEST: Automated Validation of Language Model Generated Test Cases | Nov 13, 2024 | HumanEvalLanguage Modeling | —Unverified | 0 |
| Synthesize, Partition, then Adapt: Eliciting Diverse Samples from Foundation Models | Nov 11, 2024 | Code GenerationHumanEval | —Unverified | 0 |
| CodeTree: Agent-guided Tree Search for Code Generation with Large Language Models | Nov 7, 2024 | Code GenerationDecision Making | —Unverified | 0 |
| Demo-Craft: Using In-Context Learning to Improve Code Generation in Large Language Models | Oct 30, 2024 | Code GenerationHumanEval | —Unverified | 0 |
| FALCON: Feedback-driven Adaptive Long/short-term memory reinforced Coding Optimization system | Oct 28, 2024 | Code GenerationHumanEval | CodeCode Available | 0 |
| Aligning CodeLLMs with Direct Preference Optimization | Oct 24, 2024 | Decision MakingHumanEval | —Unverified | 0 |
| Scattered Forest Search: Smarter Code Space Exploration with LLMs | Oct 22, 2024 | Code GenerationDiversity | —Unverified | 0 |
| Self-Explained Keywords Empower Large Language Models for Code Generation | Oct 21, 2024 | Code GenerationHumanEval | —Unverified | 0 |
| Context-Augmented Code Generation Using Programming Knowledge Graphs | Oct 9, 2024 | Code GenerationHumanEval | —Unverified | 0 |
