| EffiLearner: Enhancing Efficiency of Generated Code via Self-Optimization | May 24, 2024 | Code GenerationHumanEval | CodeCode Available | 1 | 5 |
| Unsupervised Evaluation of Code LLMs with Round-Trip Correctness | Feb 13, 2024 | HumanEvalmbpp | CodeCode Available | 1 | 5 |
| Comments as Natural Logic Pivots: Improve Code Generation via Comment Perspective | Apr 11, 2024 | Code GenerationHumanEval | CodeCode Available | 0 | 5 |
| A Novel Approach for Automatic Program Repair using Round-Trip Translation with Large Language Models | Jan 15, 2024 | HumanEvalLanguage Modelling | CodeCode Available | 0 | 5 |
| CodeT5+: Open Code Large Language Models for Code Understanding and Generation | May 13, 2023 | Arithmetic ReasoningCode Completion | CodeCode Available | 0 | 5 |
| Rethinking Channel Dimensions to Isolate Outliers for Low-bit Weight Quantization of Large Language Models | Sep 27, 2023 | HumanEvalLanguage Modeling | CodeCode Available | 0 | 5 |
| AMR-Evol: Adaptive Modular Response Evolution Elicits Better Knowledge Distillation for Large Language Models in Code Generation | Oct 1, 2024 | Code GenerationHumanEval | CodeCode Available | 0 | 5 |
| Personalised Distillation: Empowering Open-Sourced LLMs with Adaptive Learning for Code Generation | Oct 28, 2023 | Code GenerationHumanEval | CodeCode Available | 0 | 5 |
| One Language, Many Gaps: Evaluating Dialect Fairness and Robustness of Large Language Models in Reasoning Tasks | Oct 14, 2024 | FairnessGSM8K | CodeCode Available | 0 | 5 |
| FALCON: Feedback-driven Adaptive Long/short-term memory reinforced Coding Optimization system | Oct 28, 2024 | Code GenerationHumanEval | CodeCode Available | 0 | 5 |
