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Commonsense Reasoning for Natural Language Processing

Probably Approximately a Scientific Blog

The neural component is the shiny new neural architecture - language models in the last 3 years, biLSTMs in the years prior, etc. The model scores each candidate answer according to the scores of the inference rules used to get from the context (e.g. Representing symbolic knowledge as vectors: Lin et al. She ordered foods. ").

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Best practices to build generative AI applications on AWS

AWS Machine Learning Blog

Launched in 2017, Amazon SageMaker is a fully managed service that makes it straightforward to build, train, and deploy ML models. The automated data processing and API calling also enables FM to deliver updated, tailored answers and perform actual tasks by using proprietary knowledge.