BioGen: Automated Biography Generation

被引：1

作者：

Ambavi, Heer ^{[1
]}

Garg, Ayush ^{[1
]}

Nitiksha ^{[1
]}

Sharma, Mridul ^{[1
]}

Sharma, Rohit ^{[1
]}

Choudhari, Jayesh ^{[1
]}

Singh, Mayank ^{[1
]}

机构：

[1] Indian Inst Technol Gandhinagar, Dept Comp Sci & Engn, Gandhinagar, Gujarat, India

来源：

2019 ACM/IEEE JOINT CONFERENCE ON DIGITAL LIBRARIES (JCDL 2019) | 2019年

关键词：

Biography generation; English Wikipedia; Summarization;

D O I：

10.1109/JCDL.2019.00013

中图分类号：

TP [自动化技术、计算机技术];

学科分类号：

0812 ;

摘要：

A biography of a person is the detailed description of several life events including his education, work, relationships and death. Wikipedia, the free web-based encyclopedia, consists of millions of manually curated biographies of eminent politicians, film and sports personalities, etc. However, manual curation efforts, even though efficient, suffers from significant delays. In this work, we propose an automatic biography generation framework BioGen. BioGen generates a short collection of biographical sentences clustered into multiple events of life. Evaluation results show that biographies generated by BioGen are significantly closer to manually written biographies in Wikipedia. A working model of this framework is available at nlpbiogen.herokuapp.cont/home/

引用

页码：21 / 24

页数：4

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