RESIN-11: Schema-guided Event Prediction for 11 Newsworthy Scenarios

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(1) based on our dockerized system and schema library publicly available for installation(2). We also include a video demonstrating the system.(3)