The dialogue between India and Pakistan should happen to end militancy and lower the pain of the people of Jammu and Kashmir, senior CPI(M) leader M Y Tarigami said on Monday, lashing out at the BJP government for its claim over the restoration of peace in the Valley after the abrogation of Article 370.