| Presentation | 2022-12-21 Generating Student Progress Reports in Cram School Based on Keywords Shumpei Kobashi, Tsunenori Mine, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | In many cram schools, instructors write reports on students' progress after each class. The generation of these reports is a heavy burden for instructors, and there is a need to reduce this burden. We have proposed a model that automatically generates a student learning status reports using keywords in our previous studies. However, in our previous study, there were some problems: sentences containing concrete expressions could not be generated well, and the keyword extraction method had not been sufficiently investigated. To solve these problems, we evaluated the performance of the keyword extraction methods by converting concrete expressions into tokens and comparing multiple keyword extraction methods. As a result, we obtained knowledge about keyword extraction methods and confirmed the improvement of accuracy in generating report sentences |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Sentence Generation / Cram School / Seq2Seq / Keyword Extract |
| Paper # | AI2022-44 |
| Date of Issue | 2022-12-14 (AI) |
| Conference Information | |
| Committee | AI |
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| Conference Date | 2022/12/21(1days) |
| 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) | Generating Student Progress Reports in Cram School Based on Keywords |
| Sub Title (in English) | |
| Keyword(1) | Sentence Generation |
| Keyword(2) | Cram School |
| Keyword(3) | Seq2Seq |
| Keyword(4) | Keyword Extract |
| 1st Author's Name | Shumpei Kobashi |
| 1st Author's Affiliation | Kyushu University(Kyushu Univ) |
| 2nd Author's Name | Tsunenori Mine |
| 2nd Author's Affiliation | Kyushu University(Kyushu Univ) |
| Date | 2022-12-21 |
| Paper # | AI2022-44 |
| Volume (vol) | vol.122 |
| Number (no) | AI-322 |
| Page | pp.pp.62-67(AI), |
| #Pages | 6 |
| Date of Issue | 2022-12-14 (AI) |