Answer:
EZ-USB AT2LP(TM) Hardware Design Review Guide - AN14705 gives a clean and easy way of avoiding this problem by connecting the WP (Write Protect) pin of the EEPROM to ATA_RESET# pin of AT2LP. The AT2LP DVK schematic implements this and can be used as reference while designing your board.