My name is Joe Barrow, and I'm an NLP PhD student at the University of Maryland working for Professor Philip Resnik and Professor Doug Oard.

Series Tracker

AllenNLP the Hard Way

This series is my AllenNLP tutorial that goes from installation through building a state-of-the-art (or nearly) named entity recognizer. By the end we will have covered dataset readers, Hierarchical LSTMs and BERT, predictors, debugging, and experimental repeatability.

All the code for the tutorial can be found in the associated Github repository.


Part 0 - Setup

Covering Installation and Setup (including best practices)

Literature Review

This series contains summaries of interesting papers.