NLP

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March 24, 2021

Novelty with Transformers and Clustering

Document analysis and understanding is an active area of research in the applied NLP community. In this talk, we demonstrate an unsupervised method to organize a body of text into a set of topics and outliers. This approach uses a transformer model that has been fine-tuned for semantic similarity (SentenceTransformers hyperlink: sbert.net). It can be used to quickly review a large set of documents to identify areas of interest or concern without requiring a human to exhaustively read through each document one-by-one. We demonstrate this approach applied to the lyrics of an early-2000s hit musical piece.

March 10, 2020

The Coming NLP Revolution in Insurance

Natural-language processing (NLP) is the "killer app" for insurance because the cost of building custom NLP apps has plummeted and performance is approaching-human level.

December 30, 2019

Video: Natural-language Processing (NLP) for Insurance Companies

NLP technology is accelerating while costs are plummeting. As a result, most insurance companies are leveraging new language models for revenue-driving and cost-cutting initiatives. In this technical webinar we will cover modern NLP basics and help you get started.