Relation Inference via Question Answering

Annotating Relation Inference in Context via Question Answering
Omer Levy and Ido Dagan. ACL 2016. [link]

Dataset

Annotated Dataset [download]

Assertions extracted from Google Books [download]

The code used to extract assertions and create the dataset is available here.

Embeddings

Dependency-based word embeddings using Google Books [download]

Relation embeddings using the extracted assertions [download]

The embeddings are saved in NumPy format, and can be used with hyperwords.

In Archive