Search Results for author: Mizuho Iwaihara

Found 4 papers, 0 papers with code

Few-Shot Multi-Label Aspect Category Detection Utilizing Prototypical Network with Sentence-Level Weighting and Label Augmentation

no code implementations27 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.

Aspect Category Detection Sentence

SLHCat: Mapping Wikipedia Categories and Lists to DBpedia by Leveraging Semantic, Lexical, and Hierarchical Features

no code implementations21 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.

Entity Linking Entity Typing +2

Enhancing Keyphrase Generation by BART Finetuning with Splitting and Shuffling

no code implementations13 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.

Keyphrase Generation

A multi-task learning network using shared BERT models for aspect-based sentiment analysis

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

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