| Presentation | 2019-09-27 Graph Representation for Synthesis Process Extraction from Inorganic Material Literature Fusataka Kuniyoshi, Jun Ozawa, Mikiya Fujii, Koji Morikawa, Toru Nakata, Takehiro Tanaka, Emiko Igaki, Junichi Hibino, Masaki Kiyono, Makoto Miwa, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | We describe a method of representing material synthesis process in a graph format. By using the graph format, we construct annotated corpus including 243 synthesis sections of scientific papers on synthesis process. Furthermore, we apply a Named Entity Recognizer (NER) to the corpus, and report the extraction results of a model that stackes material domain word embedding and character level word embedding. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Materials Informatics / Synthesis Process Extraction |
| Paper # | NLC2019-9 |
| Date of Issue | 2019-09-20 (NLC) |
| Conference Information | |
| Committee | NLC / IPSJ-DC |
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| Conference Date | 2019/9/27(2days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Future Corporation |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | The Thirteenth Text Analytics Symposium |
| Chair | Takeshi Sakaki(Hottolink) / Ryoji Akimoto(Toppan Printing) |
| Vice Chair | Mitsuo Yoshida(Toyohashi Univ. of Tech.) / Kazutaka Shimada(Kyushu Inst. of Tech.) |
| Secretary | Mitsuo Yoshida(Ryukoku Univ.) / Kazutaka Shimada(NTT) / (Future Univ. Hakodate) |
| Assistant | Takeshi Kobayakawa(NHK) / Hiroki Sakaji(Univ. of Tokyo) |
| Paper Information | |
| Registration To | Technical Committee on Natural Language Understanding and Models of Communication / Special Interest Group on Document Communication |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Graph Representation for Synthesis Process Extraction from Inorganic Material Literature |
| Sub Title (in English) | |
| Keyword(1) | Materials Informatics |
| Keyword(2) | Synthesis Process Extraction |
| 1st Author's Name | Fusataka Kuniyoshi |
| 1st Author's Affiliation | National Institute of Advanced Industrial Science and Technology/Panasonic Corporation(AIST/Panasonic Corp.) |
| 2nd Author's Name | Jun Ozawa |
| 2nd Author's Affiliation | National Institute of Advanced Industrial Science and Technology/Panasonic Corporation(AIST/Panasonic Corp.) |
| 3rd Author's Name | Mikiya Fujii |
| 3rd Author's Affiliation | Panasonic Corporation(Panasonic Corp.) |
| 4th Author's Name | Koji Morikawa |
| 4th Author's Affiliation | Panasonic Corporation(Panasonic Corp.) |
| 5th Author's Name | Toru Nakata |
| 5th Author's Affiliation | Panasonic Corporation(Panasonic Corp.) |
| 6th Author's Name | Takehiro Tanaka |
| 6th Author's Affiliation | Panasonic Corporation(Panasonic Corp.) |
| 7th Author's Name | Emiko Igaki |
| 7th Author's Affiliation | Panasonic Corporation(Panasonic Corp.) |
| 8th Author's Name | Junichi Hibino |
| 8th Author's Affiliation | Panasonic Corporation(Panasonic Corp.) |
| 9th Author's Name | Masaki Kiyono |
| 9th Author's Affiliation | Panasonic Corporation(Panasonic Corp.) |
| 10th Author's Name | Makoto Miwa |
| 10th Author's Affiliation | National Institute of Advanced Industrial Science and Technology/Toyota Technological Institute(AIST/TTI) |
| Date | 2019-09-27 |
| Paper # | NLC2019-9 |
| Volume (vol) | vol.119 |
| Number (no) | NLC-212 |
| Page | pp.pp.7-12(NLC), |
| #Pages | 6 |
| Date of Issue | 2019-09-20 (NLC) |