You can't do that anymore. It was possible a while through options, but now they removed that to force everyone to the new "experience".
I think the main thing that we can do is keep reporting and upvoting issues with this.
Please feel free to upvote:
Deprioritize "smart" abbreviations in Code Search
(might be most related to yours)
Lots of irrelevant files in Code Search cluttering search results
Visual Pass on the new Code Search