The decrease in average similarity suggests that if cosine similarity is used for the automatic generation of links then document pairs with higher value of l 1 .l 2 have a higher linked-pair likelihood than pairs with a smaller value of this quantity.
links created between documents with small l 1 .l 2 typically exhibit a larger value of semantic similarity than links created between documents with high value of l 1 .l 2 .