| Presentation | 2024-03-14 Consideration of ChatGPT and Human Tagging Characteristics in Text Classification Yuta Tokuhiro, Takumi Saiki, Yasuhiko Higaki, Sachiyo Arai, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | We had ChatGPT perform annotation for the purpose of utilizing text data, and verified the characteristics of tags and the accuracy of tagging. The data is a record of consultations received from students and faculty members at universities and their responses in text format. The data contains many organization-specific contents, and this research is characterized by the fact that it aims to realize a retrieval system for local information. It is not easy to construct a practical retrieval system under the conditions of local content and limited number of data. This study is both only a benchmark to measure the feasibility of the system and a basic experiment to determine the contents to be focused on in the future. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Annotation / ChatGPT / Local Data Retrieval / Tag Abstraction / Tag Validation |
| Paper # | LOIS2023-62 |
| Date of Issue | 2024-03-06 (LOIS) |
| Conference Information | |
| Committee | LOIS |
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| Conference Date | 2024/3/13(2days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Okinawa Pref Danjyo-Kyoudou-Sankaku Center |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Chair | Hiroyuki Toda(Yokohama City Univ.) |
| Vice Chair | Manabu Motegi(Takushoku Univ.) |
| Secretary | Manabu Motegi(Nagasaki Univ.) |
| Assistant | Makoto Takita(Univer. of Hyogo) |
| Paper Information | |
| Registration To | Technical Committee on Life Intelligence and Office Information Systems |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Consideration of ChatGPT and Human Tagging Characteristics in Text Classification |
| Sub Title (in English) | |
| Keyword(1) | Annotation |
| Keyword(2) | ChatGPT |
| Keyword(3) | Local Data Retrieval |
| Keyword(4) | Tag Abstraction |
| Keyword(5) | Tag Validation |
| 1st Author's Name | Yuta Tokuhiro |
| 1st Author's Affiliation | Chiba University(Chiba Univ.) |
| 2nd Author's Name | Takumi Saiki |
| 2nd Author's Affiliation | Chiba University(Chiba Univ.) |
| 3rd Author's Name | Yasuhiko Higaki |
| 3rd Author's Affiliation | Chiba University(Chiba Univ.) |
| 4th Author's Name | Sachiyo Arai |
| 4th Author's Affiliation | Chiba University(Chiba Univ.) |
| Date | 2024-03-14 |
| Paper # | LOIS2023-62 |
| Volume (vol) | vol.123 |
| Number (no) | LOIS-429 |
| Page | pp.pp.84-89(LOIS), |
| #Pages | 6 |
| Date of Issue | 2024-03-06 (LOIS) |