[visarga]

I know, inverted index search is fast, it is the basic search engine algorithm, but there is a difference in quality of top ranked results. With word vectors you can ensure the topic of the whole document is what you want. Many documents mix topics and some keywords appear by mistake in the wrong place, for example, because scraping web text is imperfect and might capture extra text.