no code implementations • 7 Jun 2024 • Yinghui Xia, Yuyan Chen, Tianyu Shi, Jun Wang, Jinsong Yang
Therefore, we construct AICoderEval, a dataset focused on real-world tasks in various domains based on HuggingFace, PyTorch, and TensorFlow, along with comprehensive metrics for evaluation and enhancing LLMs' task-specific code generation capability.
no code implementations • 14 Mar 2024 • Chang Zong, Yuyan Chen, Weiming Lu, Jian Shao, Yueting Zhuang
Large Language Models (LLMs) have demonstrated efficacy in various linguistic applications, including text summarization and controlled text generation.
no code implementations • 4 Mar 2024 • Bo Li, Yuyan Chen, Liang Zeng
It is imperative to additionally acknowledge that the significance of knowledge is substantiated in the realm of MLTC.
no code implementations • 13 Jan 2022 • Yuyan Chen, Yanghua Xiao, Bang Liu
In this research, we argue that the evidences of an answer is critical to enhancing the interpretability of QA models.
1 code implementation • 23 Nov 2019 • Juncai He, Yuyan Chen, Lian Zhang, Jinchao Xu
In this paper, we propose a constrained linear data-feature mapping model as an interpretable mathematical model for image classification using convolutional neural network (CNN) such as the ResNet.