Search Results for author: Yuyan Chen

Found 4 papers, 1 papers with code

ProSwitch: Knowledge-Guided Instruction Tuning to Generate Professional and Non-Professional Styled Text

no code implementations14 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.

Language Modelling Text Generation +1

KeNet:Knowledge-enhanced Doc-Label Attention Network for Multi-label text classification

no code implementations4 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.

Information Retrieval Multi Label Text Classification +4

Grow-and-Clip: Informative-yet-Concise Evidence Distillation for Answer Explanation

no code implementations13 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.

Informativeness Question Answering +2

Constrained Linear Data-feature Mapping for Image Classification

1 code implementation23 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.

Classification General Classification +1

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