Papers by Yukari Nagai
Automating Horizon Scanning in Future Studies (2022.lrec-1)
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Tatsuya Ishigaki, Suzuko Nishino, Sohei Washino, Hiroki Igarashi, Yukari Nagai, Yuichi Washida, Akihiko Murai
| Challenge: | Existing studies collect enough information to predict drastic social changes in the mid- or long-term future. |
| Approach: | They propose document retrieval and comment generation tasks for automating horizon scanning by analyzing a dataset that contains 2,266 manually collected news articles with comments written by experts. |
| Outcome: | The proposed tasks are more efficient than previous methods and the proposed models are more accurate. |