| Presentation | 2020-12-10 Realizing a Paper Title Generation System Using BERT for Keyword Extraction and Title Evaluation Kento Kaku, Tadachika Ozono, Toramatsu Shintani, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | It is necessary to create a system that proposes appropriate titles in order to support the creation of titles that accurately represent the content of the paper for those who are not accustomed to writing papers. Therefore, the purpose of this study is to generate a paper title from an abstract. Expecting that the information of the paper title is included in the abstract, we applied the extractive summarization method to the paper title generation. In this paper, we explain the method of shaping paper title that considers manual correction using BERT for keyword extraction model and paper title evaluation model. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Paper Title Generation / Keyword Extraction / Paper Title Evaluation / BERT / Document Summarization |
| Paper # | AI2020-4 |
| Date of Issue | 2020-12-03 (AI) |
| Conference Information | |
| Committee | AI |
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| Conference Date | 2020/12/10(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Online and HAMAMATSU ACT CITY |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | Foundations and application technologies for AI systems on the new normal |
| Chair | Naoki Fukuta(Shizuoka Univ.) |
| Vice Chair | Yuichi Sei(Univ. of Electro-Comm.) / Yuko Sakurai(AIST) |
| Secretary | Yuichi Sei(Nagoya Inst. of Tech.) / Yuko Sakurai(Tokyo Univ. of Agriculture and Technology) |
| Assistant | |
| Paper Information | |
| Registration To | Technical Committee on Artificial Intelligence and Knowledge-Based Processing |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Realizing a Paper Title Generation System Using BERT for Keyword Extraction and Title Evaluation |
| Sub Title (in English) | |
| Keyword(1) | Paper Title Generation |
| Keyword(2) | Keyword Extraction |
| Keyword(3) | Paper Title Evaluation |
| Keyword(4) | BERT |
| Keyword(5) | Document Summarization |
| 1st Author's Name | Kento Kaku |
| 1st Author's Affiliation | Nagoya Institute of Technology(NITech) |
| 2nd Author's Name | Tadachika Ozono |
| 2nd Author's Affiliation | Nagoya Institute of Technology(NITech) |
| 3rd Author's Name | Toramatsu Shintani |
| 3rd Author's Affiliation | Nagoya Institute of Technology(NITech) |
| Date | 2020-12-10 |
| Paper # | AI2020-4 |
| Volume (vol) | vol.120 |
| Number (no) | AI-281 |
| Page | pp.pp.19-24(AI), |
| #Pages | 6 |
| Date of Issue | 2020-12-03 (AI) |