| Presentation | 2022-09-15 Title retrieval with BERTScore for creating article titles 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) | Keyword retrieval based on n-grams is not sufficient when assisting novice authors in checking the appropriateness of their paper titles. Therefore, it is necessary to consider a new similarity metric suitable for this task. In this paper, we focus on the BERTScore, which is known as a metric for evaluating the performance of sentence generation task. BERTScore is promising to retrieval that takes into account patterns in paper titles. BERTScore is an evaluation metric for text generation using contextual word embeddings. In this paper, we discuss the effectiveness of BERTScore for this purpose. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Similar Paper Title Retrieval / Template Extraction / Support Creating Paper Titles / BERTScore |
| Paper # | AI2022-20 |
| Date of Issue | 2022-09-08 (AI) |
| Conference Information | |
| Committee | AI |
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| Conference Date | 2022/9/15(2days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| 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) | Title retrieval with BERTScore for creating article titles |
| Sub Title (in English) | |
| Keyword(1) | Similar Paper Title Retrieval |
| Keyword(2) | Template Extraction |
| Keyword(3) | Support Creating Paper Titles |
| Keyword(4) | BERTScore |
| 1st Author's Name | Kento Kaku |
| 1st Author's Affiliation | Nagoya Institute of Technology(NIT) |
| 2nd Author's Name | Masato Kikuchi |
| 2nd Author's Affiliation | Nagoya Institute of Technology(NIT) |
| 3rd Author's Name | Tadachika Ozono |
| 3rd Author's Affiliation | Nagoya Institute of Technology(NIT) |
| Date | 2022-09-15 |
| Paper # | AI2022-20 |
| Volume (vol) | vol.122 |
| Number (no) | AI-186 |
| Page | pp.pp.13-18(AI), |
| #Pages | 6 |
| Date of Issue | 2022-09-08 (AI) |