| Presentation | 2021-12-13 Abstractive Paper Title Generation Using Paper Abstracts and Keywords Kento Kaku, Masato Kikuchi, Tadachika Ozono, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | We have been developing a title generation system from an abstract considering top-conference-title likeness. First, we tried an abstractive summarization method, which generates titles from obtained abstract, but the method tends to make usual titles. This paper proposes a new abstractive paper title generation method using a scoring function considering grammatical correctness, top-conference-title likeness, and originality. Our preliminary experimental results suggest that our method may generate such titles. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Paper Title Generation / Abstractive Summarization / BERTSUM |
| Paper # | AI2021-3 |
| Date of Issue | 2021-12-06 (AI) |
| Conference Information | |
| Committee | AI |
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| Conference Date | 2021/12/13(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Aimattain Hakata station |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Chair | Yuichi Sei(Univ. of Electro-Comm.) |
| Vice Chair | Yuko Sakurai(AIST) / Tadachika Ozono(Nagoya Inst. of Tech.) |
| Secretary | Yuko Sakurai(Tokyo Univ. of Agriculture and Technology) / Tadachika Ozono(Toho Univ.) |
| Assistant | Kazutaka Matsuzaki(Chuo Univ.) |
| 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) | Abstractive Paper Title Generation Using Paper Abstracts and Keywords |
| Sub Title (in English) | |
| Keyword(1) | Paper Title Generation |
| Keyword(2) | Abstractive Summarization |
| Keyword(3) | BERTSUM |
| 1st Author's Name | Kento Kaku |
| 1st Author's Affiliation | Nagoya Institute of Technology(NITech) |
| 2nd Author's Name | Masato Kikuchi |
| 2nd Author's Affiliation | Nagoya Institute of Technology(NITech) |
| 3rd Author's Name | Tadachika Ozono |
| 3rd Author's Affiliation | Nagoya Institute of Technology(NITech) |
| Date | 2021-12-13 |
| Paper # | AI2021-3 |
| Volume (vol) | vol.121 |
| Number (no) | AI-298 |
| Page | pp.pp.12-17(AI), |
| #Pages | 6 |
| Date of Issue | 2021-12-06 (AI) |