Part A: To determine the maximum tolerated dose (MTD) and/or recommended phase II dose (RP2D) of Xentuzumab (BI 836845) in combination with afatinib in patients with non-small cell lung cancer with progression following prior treatment (EGFR TKI or platinum-based chemotherapy).