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My NLP project downloads, processes, and applies machine learning algorithms on Wikipedia articles. To facilitate getting constant results and simple customization, SciKit Learn provides the Pipeline object. This object is a sequence of transformers, objects that implement a match and rework methodology, and a last estimator that implements the match approach. Pipeline objects expose their parameter, so that hyperparameters can be modified and even entire pipeline steps could be skipped. Lisa Green and Jordan Mendelson present Common Crawl, a Web crawl made publicly accessible for further evaluation and dissemination. In a second discuss, Peter Adolphs introduces MIA, a Cloud-based platform for analyzing Web-scale knowledge units with a toolbox of pure language processing algorithms.
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