Home

Awesome

Temporal Event Graph Schema Induction

Table of Contents

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.

<p align="center"> <img src="./overview.png" alt="Photo" style="width="100%;"/> </p>

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},
}