laituan245 / eventcoref

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.

eventcoref's Issues

关于数据集的一个问题

您好，我在复现您的代码的过程中遇到了一个问题，就是ACE05-E-Preds数据集是怎么得到的呢？它跟ACE05-E数据集是一个数据集吗？如果您看到了的话麻烦您能帮我解答一下这个问题，非常感谢！

Question

Dear author, I am sorry to bother you again. I got the *.oneie.json file with your help, but there was a new problem when I reworked the work :"No such file or directory: 'resources/ ace05-e-preds /train.json'". Excuse me, what is this file? How to get it? Finally, I am sorry to disturb you again and hope to get your reply. Thank you！

Questions

Because I saw the symbolic features in the code, which only included the symbolic features of ACE, and the basic.conf file only had the data path about ACE, so I would like to ask how to deal with the KBP data set.

What is the content of the symbolic feature

Are symbolic features predicted by this model?

How do you deal with ACE2005

When I try to reproduce this work, it will say " No such file or directory: 'resources/ACE05-E/train.oneie.json'". Could you please provide me with the method of preprocessing ACE2005?

How to continue trainning from checkpoints?