DeepEncyclolink: A Cross-Encyclopedia, Cross-language Article-Linking System Based on Deep Learning

Ka Ming Wong, Chia Min Chuang, Chun Kai Wu, Yu Chun Wang, Richard Tzong-Han Tsai

研究成果: 書貢獻/報告類型會議論文篇章同行評審

摘要

DeepEncyclolink is a web-based system for linking pairs of corresponding articles from different encyclopedias in different languages. The core technology of DeepEncyclolink is based on paragraph embeddings calculated by a long-short-term-memory network with attention. Compared to our previous feature-based machine learning model, DeepEncyclolink has made great strides in coverage and accuracy. DeepEncyclolink offers an easy-to-use user interface and is supported by a powerful service backend for retrieving and selecting equivalent articles between English Wikipedia and Chinese Baidu Encyclopedia. DeepEncyclolink breaks the barriers of different encyclopedias and different languages, making it easy for users to access knowledge written in various languages.

原文???core.languages.en_GB???
主出版物標題The Web Conference 2020 - Companion of the World Wide Web Conference, WWW 2020
發行者Association for Computing Machinery
頁面116-117
頁數2
ISBN(電子)9781450370240
DOIs
出版狀態已出版 - 20 4月 2020
事件29th International World Wide Web Conference, WWW 2020 - Taipei, Taiwan
持續時間: 20 4月 202024 4月 2020

出版系列

名字The Web Conference 2020 - Companion of the World Wide Web Conference, WWW 2020

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???event.eventtypes.event.conference???29th International World Wide Web Conference, WWW 2020
國家/地區Taiwan
城市Taipei
期間20/04/2024/04/20

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