Temporal Event Graph Schema Induction

Table of Contents

• Overview
• Data
• Reference

Overview

Data and code for the paper "Future is not One-dimensional: Complex Event Schema Induction via Graph Modeling". The code will be released soon.

Data

1. The Schema Learning Corpus is released by LDC (LDC2020E25), with human schema included. Please find the event graphs in data/LDC_schema_corpus_ce_split, which are extracted using RESIN Information Extraction System.

2. Please find the Wikipedia IED corpus in Wiki_IED_split.tgz (event graphs) and Wiki_IED_rawdata (raw text). The human schemas are in data/RESIN_schema.

Reference

@article{li2021future,
  author    = {Manling Li and Sha Li and Zhenhailong Wang and Lifu Huang and Kyunghyun Cho and Heng Ji and Jiawei Han and Clare R. Voss},
  title     = {Future is not One-dimensional: Graph Modeling based Complex Event Schema Induction for Event Prediction},
  journal   = {arXiv preprint arXiv:2104.06344},
  year      = {2021},
  url       = {https://arxiv.org/abs/2104.06344},
}