This repo contains example projects for various NLP tasks, including scripts, benchmarks, results and datasets created with Prodigy.
||Use word vectors to boostrap an NER model to detect drug names in Reddit comments. Includes 1977 annotated examples, a data visualizer, training and evaluation scripts for spaCy and pretrained tok2vec weights.||80.6 (F)|
||Train a binary text classifier with exclusive classes to predict whether a GitHub issue title is about documentation. Includes 1161 annotated examples and training and evaluation scripts for spaCy.||91.9 (F)|