2022.naacl-demo.7@ACL

#1 RESIN-11: Schema-guided Event Prediction for 11 Newsworthy Scenarios [PDF] [Copy] [Kimi] [REL]

Authors: Xinya Du ; Zixuan Zhang ; Sha Li ; Pengfei Yu ; Hongwei Wang ; Tuan Lai ; Xudong Lin ; Ziqi Wang ; Iris Liu ; Ben Zhou ; Haoyang Wen ; Manling Li ; Darryl Hannan ; Jie Lei ; Hyounghun Kim ; Rotem Dror ; Haoyu Wang ; Michael Regan ; Qi Zeng ; Qing Lyu ; Charles Yu ; Carl Edwards ; Xiaomeng Jin ; Yizhu Jiao ; Ghazaleh Kazeminejad ; Zhenhailong Wang ; Chris Callison-Burch ; Mohit Bansal ; Carl Vondrick ; Jiawei Han ; Dan Roth ; Shih-Fu Chang ; Martha Palmer ; Heng Ji

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.