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Koji Murakami

2 accepted papers

2024

Search Query Refinement for Japanese Named Entity Recognition in E-commerce Domain

NAACL 2024industry

In the E-Commerce domain, search query refinement reformulates malformed queries into canonicalized forms by preprocessing operations such as “term splitting” and “term merging”. Unfortunately, most relevant research is rather limited to English. In particular, there is a severe lack of study on sea…

2022

A Stacking-based Efficient Method for Toxic Language Detection on Live Streaming Chat

EMNLP 2022industry

In a live streaming chat on a video streaming service, it is crucial to filter out toxic comments with online processing to prevent users from reading comments in real-time. However, recent toxic language detection methods rely on deep learning methods, which can not be scalable considering inferenc…

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