With the amount of chemical data being produced and reported in the literature growing at a fast pace. it is increasingly important to efficiently retrieve this information. To tackle this issue text mining tools have been applied. but despite their good performance they still provide many errors that we believe can be filtered by using semantic similarity. https://www.lorenametaute.com/