Baseline: Strong, Extensible, Reproducible, Deep Learning Baselines for NLP

Daniel Pressel, Brian Lester, Sagnik Ray Choudhury, Matt Barta, Yanjie Zhao, Amy Hemmeter

Keywords: deep learning, open source software, baseline, natural language processing

TL;DR: Baseline is a library to facilitate reproducible research and fast model development for deep learning models targeted at NLP, demo at https://www.youtube.com/watch?v=AwTjp1RihvU

Abstract: Natural Language Processing is now dominated by deep learning models. Baseline (https://github.com/dpressel/baseline) is a library to facilitate reproducible research and fast model development for NLP with deep learning. It provides easily extensible implementations and abstractions for data loading, model development, training, hyper-parameter tuning, deployment to production, and a leaderboard to track experimental results.

Decision: accept