Optimal Size-Performance Tradeoffs: Weighing PoS Tagger Models

Magnus Jacobsen, Mikkel H. Sørensen, Leon Derczynski

Improvement in machine learning-based NLP performance are often presented with bigger models and more complex code. This presents a trade-off: better scores come at the cost of lar…