This is the proceedings of the Second Workshop on Probabilistic Logic Programming (PLP 2015), which was held on August 31st 2015 in Cork, Ireland, as a workshop of the 31st International Conference on Logic Programming (ICLP 2015). Eight papers were submitted to the workshop. Each submission was reviewed by three members of the program committee. All submitted papers were of sufficiently high quality to be accepted to the workshop. In addition, the workshop also had invited talks by Angelika Kimmig (KU Leuven) and Nicos Angelopoulos (Imperial College, London).
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