FIGMENT

Fine-grained embedding-based entity typing

• Entity Dataset
• Entity Embeddings

To run the experiment, you have to download the two files.

Then, you can run the script:

sh gm.sh

It will train an MLP on train entities, apply on the test & dev entities, and finally output the measurements (micro F1, macro F1).

Currently, only the Global Model (GM) code is available here.

More information about the models is in this paper:

Corpus-level Fine-grained Entity Typing Using Contextual Information, Yadollah Yaghoobzadeh, Hinrich schütze. (EMNLP2015).