By Blade Editors
This choice of articles marks the fortieth anniversary of BLADE. half one covers the years 1973-1988; half , 1989-2000; and half 3, 2001-2012.
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Extra info for BLADE's Best Custom Knives: The Best Custom Knives of BLADE's First 40 Years
What about news‐ papers and magazines that publish exclusively online? Do you consider blogs to be news sources? Will you include only written articles, or will you also include transcripts of broadcasts? For temporal annotation, our experience has been that different publication styles and genres can have a huge impact on how times are used in text. ) If you want your end product to cover all types of sources, this might be another splitting point for your tasks—you may need to have different annotation guidelines for different narrative genres, so consider carefully how far-reaching you want your task to be.
Here we refer to the annotation development cycle as the MATTER cycle—Model, Annotate, Train, Test, Evaluate, Revise. • Often before reaching the Test step of the process, the annotation scheme has al‐ ready gone through several revisions of the Model and Annotate stages. • This book will show you how to create an accurate and effective annotation scheme for a task of your choosing, apply the scheme to your corpus, and then use ML techniques to train a computer to perform the task you designed.
But the other side of that is that the more complex your task is, the more likely it is that your annotators will become confused, thereby lowering your accuracy. Again, the important thing to remember is that MATTER is a cycle, so you will need to experiment to determine what works best for your task. Background Research Now that you’ve considered what linguistic levels are appropriate for your task, it’s time to do some research into related work. Creating an annotated corpus can take a lot of 40 | Chapter 2: Defining Your Goal and Dataset effort, and while it’s possible to create a good annotation task completely on your own, checking the state of the industry can save you a lot of time and effort.