Robert E. Speer

An Ensemble Method to Produce High-Quality Word Embeddings (2016)

2016 · arXiv (Cornell University)

A currently successful approach to computational semantics is to represent words as embeddings in a machine-learned vector space. We present an ensemble method that combines embeddings produced by GloVe (Pennington et al., 2014) and word2vec …

ConceptNet 5.5: An Open Multilingual Graph of General Knowledge

2017 · Proceedings of the AAAI Conference on Artificial Intelligence

Machine learning about language can be improved by supplying it with specific knowledge and sources of external information. We present here a new version of the linked open data resource ConceptNet that is particularly well …

ConceptNet 5.5: An Open Multilingual Graph of General Knowledge

2016 · arXiv (Cornell University)

Machine learning about language can be improved by supplying it with specific knowledge and sources of external information. We present here a new version of the linked open data resource ConceptNet that is particularly well …