The demand for personal use of a translation system seems to be increasing in accordance with the improvement in MT quality. A recent portable and powerful engineering workstation, such as AS1000 (SPARC LT), enables us to develop a personal-use oriented MT system This paper describes the outline of ASTRANSAC (an English-Japanese/Japanese- English bi-directional MT system) and the extensions related to the personalization of ASTRANSAC, which have been newly made since the MT Summit II.