This paper describes our approaches and results in NTCIR13 WWW task. In English subtask, we adopt several advanced deep models, like DSSM and DRMM. In Chinese subtask, we additionally make a few changes in models to ensure them work well in the Chinese context and train the Duet model with the weak-supervised relevance labels generated by various click models. Meanwhile, we extract 3 types of f...