Search Results for author: Zhiyue Liu

Found 7 papers, 4 papers with code

Improving Cross-modal Alignment with Synthetic Pairs for Text-only Image Captioning

no code implementations14 Dec 2023 Zhiyue Liu, JinYuan Liu, Fanrong Ma

Although image captioning models have made significant advancements in recent years, the majority of them heavily depend on high-quality datasets containing paired images and texts which are costly to acquire.

Decoder Image Captioning

Deep Learning-Based Knowledge Injection for Metaphor Detection: A Comprehensive Review

no code implementations8 Aug 2023 Cheng Yang, Zheng Li, Zhiyue Liu, Qingbao Huang

Finally, we explore the current issues facing knowledge injection methods and provide an outlook on future research directions.

Topic-to-Essay Generation with Comprehensive Knowledge Enhancement

no code implementations29 Jun 2021 Zhiyue Liu, Jiahai Wang, Zhenghong Li

For internal knowledge enhancement, both topics and related essays are fed to a teacher network as source information.

Text Generation

CatGAN: Category-aware Generative Adversarial Networks with Hierarchical Evolutionary Learning for Category Text Generation

1 code implementation15 Nov 2019 Zhiyue Liu, Jiahai Wang, Zhiwei Liang

This paper proposes a category-aware GAN (CatGAN) which consists of an efficient category-aware model for category text generation and a hierarchical evolutionary learning algorithm for training our model.

Text Generation

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