Tensorflow Implementation of ACL 2018 paper:
Probabilistic Embedding of Knowledge Graphs with Box Lattice Measures. Luke Vilnis*, Xiang Li*, Shikhar Murty, Andrew McCallum.
- WordNet and Flickr experiments can be done by running the main file.
- WordNet data is the "Order-Embeddings of Images and Language" paper data, link here: https://github.com/ivendrov/order-embeddings-wordnet
- Flickr data is the "Learning to Predict Denotational Probabilities For Modeling Entailment" paper data, link here: https://github.com/aylai/EntailmentProbabilityEmbedding/tree/master/data/den_prob
You can also write to the author to get the data directly.
Contact: xiangl@cs.umass.edu