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- Kim, Hyounghun
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RESIN-11: Schema-guided Event Prediction for 11 Newsworthy Scenarios
- Author(s)
- Du, X., Zhang, Z., Li, S., Wang, Z., Yu, P., Wang, H., Lai, T.M., Lin, X., Liu, I., Zhou, B., Wen, H., Li, M., Hannan, D., Lei, J., Kim, Hyounghun, Dror, R., Regan, M., Zeng, Q., Lyu, Q., Yu, C., Edwards, C., Jin, X., Jiao, Y., Kazeminejad, G., Callison-Burch, C., Vondrick, C., Bansal, M., Roth, D., Han, J., Chang, S.-F., Palmer, M., Ji, H.
- Issued Date
- 2022-07-10
- Citation
- Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, pp.54 - 63
- Abstract
- We introduce RESIN-11, a new schema-guided event extraction and prediction system that can be applied to a large variety of newsworthy scenarios. The framework consists of two parts: (1) an open-domain end-to-end multimedia multilingual information extraction system with weak-supervision and zero-shot learning-based techniques. (2) a schema matching and schema-guided event prediction system based on our curated schema library. We build a demo website based on our dockerized system and schema library publicly available for installation. We also include a video demonstrating the system. © 2022 Association for Computational Linguistics.
- Publisher
- Association for Computational Linguistics (ACL)
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