evaluation: which workflow works best for Natural Language Processing?

[oliviageek91]

I have been exploring Natural Language Processing and wanted to ask people who have tried it in practice.

I am particularly interested in evaluation and useful tools. I would like to compare approaches that people have actually used rather than just theoretical suggestions.

Are there any settings, tools, or workflow changes that made a noticeable difference?



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[graceonforest]

A useful way to look at evaluation: which workflow works best for Natural Language Processing? is to focus first on evaluation and workflow. That tends to make the trade-offs easier to compare. The original point — "I have been exploring Natural Language Processing and wanted to ask people who have tried it in practice. I am particularly interested in evaluation and useful tools. I would like…" — gives a useful starting point for that comparison.