word2vec

Python implementation of Word2Vec using skip-gram and negative sampling

hred-attention-tensorflow

An extension on the Hierachical Recurrent Encoder-Decoder for Generative Context-Aware Query Suggestion, our implementation is in Tensorflow and uses an attention mechanism.

Wikipedia-Summary-Dataset

This dataset contains all titles and summaries (or introductions) of English Wikipedia articles, extracted in september of 2017. It could be useful if one wants to use the smaller, more concise, and more definitional summaries in their research. Or if one just wants to use a smaller but still diverse dataset for efficient training with resource constraints.

CompVec

Improving Word Embedding Compositionality using Lexicographic Definitions. Implementation using Python and Tensorflow. Was presented at WWW '18 in Lyon, France.

SmoothLife-Swift

Two implementations of "Generalization of Conway's Game of Life to a continuous domain — SmoothLife" written in Swift for the iPhone. One uses Metal and the other uses vDSP.