I have asked a question before regarding string matching in Word2Vec.
I would now be interested if there are other ways to match single words in a Dataframe.
BSP:
- sieve
- pressure spring
- SIEVE
- case
- socket and so on
I already tried the simple String matching like Levensthein, Jaro-Winkler, FuzzyWuzzy. The results were good. But my question is can you use other string matching techniques? All the Words in the Dataframe are technical other then common words in a text.
I read about other techniques like Glove and TF-IDF, Word2Vec and so on. But all those technique are always in context to a big text.data so is it possible to use those techniques, on single Words?