To improve the training efficiency in sentiment analysis of IMDb reviews, which of the following technique is FALSE?

Group of answer choices

We can limit the vocabulary size to only keep the $10000$ most common words.

We can truncate each review to keep the first $300$ characters.

we can use embedding's encoding instead of one$-$hot encoding since there are too many unique words.

We can ignore the other uncommon words.