Fine-grained embedding-based entity typing
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).