Search Results for author: Yusuke Shido

Found 2 papers, 1 papers with code

Textual Content Moderation in C2C Marketplace

no code implementations ECNLP (ACL) 2022 Yusuke Shido, Hsien-Chi Liu, Keisuke Umezawa

Automatic monitoring systems for inappropriate user-generated messages have been found to be effective in reducing human operation costs in Consumer to Consumer (C2C) marketplace services, in which customers send messages directly to other customers. We propose a lightweight neural network that takes a conversation as input, which we deployed to a production service. Our results show that the system reduced the human operation costs to less than one-sixth compared to the conventional rule-based monitoring at Mercari.

Automatic Source Code Summarization with Extended Tree-LSTM

1 code implementation19 Jun 2019 Yusuke Shido, Yasuaki Kobayashi, Akihiro Yamamoto, Atsushi Miyamoto, Tadayuki Matsumura

Neural machine translation models are used to automatically generate a document from given source code since this can be regarded as a machine translation task.

Code Summarization Machine Translation +2

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