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Don’t throw away information.
Use tuples. Markovian models are powerful.
Keep stopwords. Keep hapaxes.
Let the computer do the heavy lifting.
Benchmark! Benchmark! Benchmark!
Be open. Open source, open mind.
People want to help. Help them to help.
... AND ACKNOWLEDGE THEM!