Real-World Use Cases

Innovation comes by referencing best practices and applications. While you have learned many NLP techniques throughout this book, it is important to brainstorm to find new applications for your services. How do you find ideas for new applications? In my lectures, I always emphasize the importance of literature review. A good literature review can deepen your technical knowledge for its strength and weakness. It reduces the learning curve when you cross into another industry and learn about a new domain. It simply helps you to gain the confidence to go into an uncharted area while you plan to apply new techniques.

There is a wide range of NLP applications in healthcare, clinical texts, legal documents, finance, and social media. Maybe you are looking for ideas to test your NLP skills or see other Gensim use cases for inspiration. This chapter presents a range of large-scale NLP projects in different industries. You will be inspired by their research questions...