| Presentation | 2022-05-27 [Poster Presentation] A Novel Chat-Bot using Ontology Based on GPT-2 Marika Kuwabara, Incheon Paik, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | In recent years, deep learning has developed rapidly and has made progress in many areas. As interest in AI grows, so does the demand for AI that can converse with humans in natural language. Chatbots are one such natural language processing technology. However, some of the chatbot's responses may seem inappropriate. So I propose a chatbot that gives knowledge of the relationships between words. Employ ontologies to represent relationships, and create chatbots using models fine-tuned with data sets created from them. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | |
| Paper # | SC2022-16 |
| Date of Issue | 2022-05-20 (SC) |
| Conference Information | |
| Committee | SC |
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| Conference Date | 2022/5/27(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Online |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | AI Service and Digital Transformation, and general topics |
| Chair | Shinji Kikuchi(NIMS) |
| Vice Chair | Yoji Yamato(NTT) / Kosaku Kimura(Fujitsu) |
| Secretary | Yoji Yamato(Kobe Univ.) / Kosaku Kimura(Tokyo Univ. of Tech.) |
| Assistant | Shin Tezuka(Hitachi) / Takao Nakaguchi(KCGI) |
| Paper Information | |
| Registration To | Technical Committee on Service Computing |
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| Language | ENG |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | [Poster Presentation] A Novel Chat-Bot using Ontology Based on GPT-2 |
| Sub Title (in English) | |
| Keyword(1) | |
| 1st Author's Name | Marika Kuwabara |
| 1st Author's Affiliation | University of Aizu(UoA) |
| 2nd Author's Name | Incheon Paik |
| 2nd Author's Affiliation | University of Aizu(UoA) |
| Date | 2022-05-27 |
| Paper # | SC2022-16 |
| Volume (vol) | vol.122 |
| Number (no) | SC-50 |
| Page | pp.pp.93-98(SC), |
| #Pages | 6 |
| Date of Issue | 2022-05-20 (SC) |