1 code implementation • COLING 2022 • Xiaopeng Zheng, Zhiyue Liu, Zizhen Zhang, Zhaoyang Wang, Jiahai Wang
To address the first two problems, this paper proposes a universal prompt tuning method to solve different ECA tasks in the unified framework.
Ranked #1 on Emotion-Cause Pair Extraction on ECPE
no code implementations • 14 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.
no code implementations • 8 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.
no code implementations • 29 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.
1 code implementation • 12 Feb 2020 • Youwei Song, Jiahai Wang, Zhiwei Liang, Zhiyue Liu, Tao Jiang
Aspect based sentiment analysis aims to identify the sentimental tendency towards a given aspect in text.
Aspect-Based Sentiment Analysis Aspect-Based Sentiment Analysis (ABSA) +1
1 code implementation • 15 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.
5 code implementations • 25 Feb 2019 • Youwei Song, Jiahai Wang, Tao Jiang, Zhiyue Liu, Yanghui Rao
Most of the previous approaches model context and target words with RNN and attention.
Ranked #1 on Sentiment Analysis on Twitter