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Spark NLP Blog

State of the Art Natural Language Processing at Scale.

Rule-based sentiment analysis in Natural Language Processing (NLP) is a method of sentiment analysis that uses a set of manually-defined rules to identify and extract subjective information from text data....

Word embeddings are considered as a type of representation used in natural language processing (NLP) to capture the meaning of words in a numerical form. They are essentially a way...

Automatically generate test cases, run tests, and augment training datasets with the open-source, easy-to-use, cross-library LangTest package If your goal is to deliver NLP systems for production systems, you are...

The underlying principles behind the LangTest library: Enabling data scientists to deliver reliable, safe and effective language models. Responsible AI: Getting from Goals to Daily Practices How is it possible...

New BART for Text Translation & Summarization, new ConvNeXT Transformer for Image Classification, new Zero-Shot...