Building a Pipeline for State-of-the-Art Natural Language Processing Using Hugging Face Tools скачать в хорошем качестве

Building a Pipeline for State-of-the-Art Natural Language Processing Using Hugging Face Tools

The natural language processing (NLP) landscape has radically changed with the arrival of transformer networks in 2017. From BERT to XLNet, ALBERT and ELECTRA, huge neural networks now manage to obtain unprecedented scores on benchmarks for tasks like sequence classification, question answering and named entity recognition. The pipeline from text to prediction remains complex, but tools like huggingface/transformers and huggingface/tokenizers take most of the burden off of the user, offering a simple API. This talk will focus on the entire NLP pipeline, from text to tokens with huggingface/tokenizers and from tokens to predictions with huggingface/transformers. About: Databricks provides a unified data analytics platform, powered by Apache Spark™, that accelerates innovation by unifying data science, engineering and business. Read more here: https://databricks.com/product/unifie... Connect with us: Website: https://databricks.com Facebook:   / databricksinc   Twitter:   / databricks   LinkedIn:   / databricks   Instagram:   / databricksinc   Databricks is proud to announce that Gartner has named us a Leader in both the 2021 Magic Quadrant for Cloud Database Management Systems and the 2021 Magic Quadrant for Data Science and Machine Learning Platforms. Download the reports here. https://databricks.com/databricks-nam...