Artificial intelligence

Challenges and solutions to employing natural language processing and machine learning to measure patients health literacy and physician writing complexity: The ECLIPPSE study PMC

A systematic review of applications of natural language processing and future challenges with special emphasis in text-based emotion detection Artificial Intelligence Review The pipeline integrates modules for basic NLP processing as well as more advanced tasks such as cross-lingual named entity linking, semantic role labeling and time normalization. Thus, the cross-lingual framework allows for the interpretation of events, participants, locations, and time, as well as the relations between them. Output of these individual pipelines is intended to be used as…

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Best Practices for Building Chatbot Training Datasets

How Much Data Do You Need To Train A Chatbot and Where To Find It? by Chris Knight Multilingual datasets are composed of texts written in different languages. Multilingually encoded corpora are a critical resource for many Natural Language Processing research projects that require large amounts of annotated text (e.g., machine translation). Chatbots’ fast response times benefit those who want a quick answer to something without having to wait for long periods for human assistance; that’s handy! This is especially…

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