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This sentence has five words. Here are five more words. Five-word sentences are fine. But several together become monotonous. Listen to what is happening. The writing is getting boring. The sound of it drones. It’s like a stuck record. The ear demands some variety.

Now listen. I vary the sentence length, and I create music. Music. The writing sings. It has a pleasant rhythm, a lilt, a harmony. I use short sentences. And I use sentences of medium length.

And sometimes, when I am certain the reader is rested, I will engage him with a sentence of considerable length, a sentence that burns with energy and builds with all the impetus of a crescendo, the roll of the drums, the crash of the cymbals–sounds that say listen to this, it is important. — Gary Provost

What’s a no-shot (zero-shot), one-shot, and few-shot?

1. A no-shot is a query with no examples. E.g.
   Classify this review: I loved this movie!
   Sentiment:

2. A one-shot, is where you’ve given one example. E.g.
   Classify this review: I loved this movie!
   Sentiment: Positive
   Classify this review: I don’t like this chair
   Sentiment:

3. A few-shot, is, you guessed it, given a few examples. E.g.
   Classify this review: I loved this movie!
   Sentiment: Positive
   Classify this review: I don’t like this chair
   Sentiment: Negative
   Who would use this product?
   Sentiment:

Source: Zero shot , One shot and Few shot learning with examples

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