Unsupervised Learning of Word-Sequence Representations from Scratch via Convolutional Tensor Decomposition

Furong Huang, Animashree Anandkumar

Unsupervised text embeddings extraction is crucial for text understanding in machine learning. Word2Vec and its variants have received substantial success in mapping words with sim…