Now that you have a set of synonym candidates for a given word, you need to find out which ones of those are actually synonyms.
This can be solved as a classical supervised learning problem.
If you are writing a word processor, you probably want something closer to the dictionary definition of a synonym.
For a search engine, your definition of a synonyms can be much broader and include any alternate words that will help you get better search results for your query. acronym expansions (CS -If there are other synonym sources outside of these that are better suited for your application, you should use them too.
Tom and I are trying to solve the mystery, and secrecy is of the greatest importance.
Your experience is called on to solve instantly and practically a thousand problems.But Frank was determined to solve the mystery, and he kept doggedly on.But, he reflected, it was important to him to solve the secret which bothered him so greatly.figure out, work out, reason out, think out, find out, make out, puzzle out, decipher, unravel, elucidate, interpret, explain, resolve, answer, decode, get to the bottom of, fathom, get right, hit upon a solution, work, do, settle up, clear up, untangle, unlock, determine, divine, dope out*, hit the nail on the head*, hit it*, make a dent in a problem*, put two and two together*, have it*.WEBSTER’S NEW WORLD® ROGET’S A-Z THESAURUS by Charlton Laird and the editors of Webster’s New World dictionaries.You can use either of these techniques in isolation to solve your problem. a synonym generation algorithm using word2vec vectors alone might be sufficient for you.But by using just one source you will miss out on the strengths that the other sources offer.Copyright © 1999 by Houghton Mifflin Harcourt Publishing Company.Published by Houghton Mifflin Harcourt Publishing Company. The fingerspelling provided here is most commonly used for proper names of people and places; it is also used in some languages for concepts for which no sign is available at that moment.There are obviously specific signs for many words available in sign language that are more appropriate for daily usage.