Baseline: Strong, Extensible, Reproducible, Deep Learning Baselines for NLP
Brian Lester
2018 Poster spotlight
in
Workshop: Machine Learning Open Source Software 2018: Sustainable communities
in
Workshop: Machine Learning Open Source Software 2018: Sustainable communities
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.
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