After briefly summarizing our combined model, we proceed to review the individual techniques employed: query-likelihood (Lafferty & Zhai 2001), relevance and pseudo-relevance feedback (Lavrenko & Croft 2001), and Markov random field modeling of sequential term dependencies (Metzler & Croft 2005).