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Structured collections of annotated linguistic data are essential in most areas of NLP, however, we still face many obstacles in using them.
The goal of this chapter is to answer the following questions: Along the way, we will study the design of existing corpora, the typical workflow for creating a corpus, and the lifecycle of corpus.
Simulation models are approximate imitations of real-world systems and they never exactly imitate the real-world system.
Due to that, a model should be verified and validated to the degree needed for the models intended purpose or application.
Business models that withstand such scrutiny are often rewarded with capital, energized employees, supportive partners, regulatory approval and favorable media coverage.