House Speaker Nancy Pelosi will lead a congressional delegation to Israel for the World Holocaust Forum’s commemoration ceremony at Yad Vashem, joining dozens of world leaders traveling to Jerusalem this week.

The delegation, which includes Reps. Nita Lowey (D-NY),...