Iris Liu
2022
RESIN-11: Schema-guided Event Prediction for 11 Newsworthy Scenarios
Xinya Du
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Zixuan Zhang
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Sha Li
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Pengfei Yu
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Hongwei Wang
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Tuan Lai
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Xudong Lin
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Ziqi Wang
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Iris Liu
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Ben Zhou
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Haoyang Wen
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Manling Li
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Darryl Hannan
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Jie Lei
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Hyounghun Kim
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Rotem Dror
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Haoyu Wang
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Michael Regan
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Qi Zeng
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Qing Lyu
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Charles Yu
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Carl Edwards
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Xiaomeng Jin
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Yizhu Jiao
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Ghazaleh Kazeminejad
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Zhenhailong Wang
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Chris Callison-Burch
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Mohit Bansal
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Carl Vondrick
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Jiawei Han
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Dan Roth
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Shih-Fu Chang
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Martha Palmer
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Heng Ji
Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies: System Demonstrations
We introduce RESIN-11, a new schema-guided event extraction&prediction framework 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 learningbased techniques. (2) schema matching and schema-guided event prediction based on our curated schema library. We build a demo website based on our dockerized system and schema library publicly available for installation (https://github.com/RESIN-KAIROS/RESIN-11). We also include a video demonstrating the system.
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Co-authors
- Xinya Du 1
- Zixuan Zhang 1
- Sha Li 1
- Pengfei Yu 1
- Hongwei Wang 1
- show all...
- Tuan Lai 1
- Xudong Lin 1
- Ziqi Wang 1
- Ben Zhou 1
- Haoyang Wen 1
- Manling Li 1
- Darryl Hannan 1
- Jie Lei 1
- Hyounghun Kim 1
- Rotem Dror 1
- Haoyu Wang 1
- Michael Regan 1
- Qi Zeng 1
- Qing Lyu 1
- Charles Yu 1
- Carl Edwards 1
- Xiaomeng Jin 1
- Yizhu Jiao 1
- Ghazaleh Kazeminejad 1
- Zhenhailong Wang 1
- Chris Callison-Burch 1
- Mohit Bansal 1
- Carl Vondrick 1
- Jiawei Han 1
- Dan Roth 1
- Shih-Fu Chang 1
- Martha Palmer 1
- Heng Ji 1