John Giorgi
John Giorgi
DeCLUTR
The corresponding code from our paper "DeCLUTR: Deep Contrastive Learning for Unsupervised Textual Representations". Do not hesitate to open an issue if you run into any trouble!
compact-multi-head-self-attention-pytorch
A PyTorch implementation of the Compact Multi-Head Self-Attention Mechanism from the paper: "Low Rank Factorization for Compact Multi-Head Self-Attention"
CSC412-2506-course-notes
Course notes for CSC412/2506 Winter 2019: Probabilistic Learning and Reasoning
deeplearning.ai-coursera-notes
Compiled notes for the deeplearning.ai specialization on Coursera.
mathematics-for-machine-learning
A set of notes, in the form of a simple Github Pages site, which will serve as a complete crash course on the various areas of mathematics essential to understanding machine learning.
seq2rel
The corresponding code for our paper: A sequence-to-sequence approach for document-level relation extraction.