Event Coreference Resolution

This repo provides the code for the paper A Context-Dependent Gated Module for Incorporating Symbolic Semantics into Event Coreference Resolution (NAACL 2021). If you have any question or suggestion, please open a new Github issue.

Instructions

You can install the dependencies for the project using the following command:

pip install -r requirements.txt

Also you will need to set the permission for the evaluation script

chmod +x reference-coreference-scorers-8.01/scorer.pl

To train a basic model, run the following command:

python runner.py -c basic

Arguments:

• -c, --config_name: Config name (default value is basic. See configs/basic.conf for the list of configs).

Data

Due to license issue, we cannot publicly share ACE 2005 and KBP 2016. Please download the data from the LDC website.