Question

The interpolation is _______

1) The interpolation is _______

Language model

Mixture of knowledge from each of our n-grams.

Just considering trigrams

technique of having Held-Out data

Answer 1

[AI-generated answer — Bot GPT 3.5]

to estimate the probability of a word given its context.

Linear interpolation

Answer 2

[AI-generated answer — Step-by-Step Bot]

The interpolation is a technique of having Held-Out data. It involves creating a language model by combining knowledge from each of our n-grams, typically using trigrams. By using a mixture of known trigrams and unseen data from the Held-Out set, interpolation helps in improving the accuracy and performance of the language model.