no code implementations • 27 Sep 2023 • Zeyu Wang, Mizuho Iwaihara
Since aspect category detection often suffers from limited datasets and data sparsity, the prototypical network with attention mechanisms has been applied for few-shot aspect category detection.
no code implementations • 21 Sep 2023 • Zhaoyi Wang, Zhenyang Zhang, Jiaxin Qin, Mizuho Iwaihara
Assigning DBPedia classes to Wikipedia categories and lists can alleviate the problem, realizing a large knowledge graph which is essential for categorizing digital contents through entity linking and typing.
no code implementations • 13 Sep 2023 • Bin Chen, Mizuho Iwaihara
Keyphrase generation is a task of identifying a set of phrases that best repre-sent the main topics or themes of a given text.
no code implementations • DEIM Forum 2020 • Quanzhen Liu, Mizuho Iwaihara
Our experimental results show that: In the ACSA task, our model outperformed all the baseline models, achieving the current state-of-the-art performance on the multiple datasets.
Aspect-Based Sentiment Analysis Aspect Category Sentiment Analysis +1