Matching Text (Text meaning Similarity)

Hi Knimers!

I trust that all of you are well.

I have a text matching task to do. It’s more of a similarity task, but it needs to be based more on the meanings between the two datasets.

See below:

Dataset 1 - Items - Main Dataset

Dataset 2 - Commodities - Reference Dataset

From Dataset 1, I need each item to match to the closest Commodity from Dataset 2. For example, if “Cable or wire lug” from Dataset 2 is the closest to “Wire Earth 70MM stranded” from Dataset 1, in terms of meaning, then it must match.

If this is possible on KNIME Analytics, kindly assist me with the solution?

Any suggestions will be highly appreciated.

Kind regards,

Denzil.