Assistant Professor at McGill University and Mila, working on machine learning, NLP, and network analysis.
GraphSAGE. Representation learning on large graphs using stochastic graph convolutions.
3.7kgraphsage-simple. Simple reference implementation of GraphSAGE.
1.1khistwords. Collection of tools for building diachronic/historical word vectors
451socialsent. Code and data for inducing domain-specific sentiment lexicons.
194social-lstm. Socially-primed LSTM model to predict intercommunity conflict on Reddit.
164graphqembed. Learning to query complex networks
120redditnetwork. Tools for accessing/processing Reddit data and constructing networks based on this data. (Not an API crawler.)
16PSRToolbox. Collection of methods and tools for using PSRs to model dynamical systems.
14williamleif.github.io. HTML
4probabilistic-lexicon-classification. Python
2turkapp. JavaScript
2nltk. NLTK Source
2snorkel. A training data creation and management system focused on information extraction
2sempre. Semantic Parser with Execution
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