No. Lithium ion batteries do not have the 'memory effect' that old sytle batteries have. The lifespan of a lithium ion battery is only about 1.5 to 2 years though.
Best practice is to only have it plugged in when using it, but as stated earlier supposedly li-ion batteries don't suffer from the memory effect.