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The second SIGIR workshop on neural information retrieval (Neu-IR'17) took place on August 11, 2017, in Tokyo, Japan. Following the successful 2016 edition, the workshop continued to serve as a forum for academic and industrial researchers to present new work on neural methods for retrieval. In addition, a special track was organized focusing on resources for evaluation and reproducibility, including proposals for public benchmarking datasets and shared model repositories. A total of 19doi:10.1145/3190580.3190603 fatcat:23pwl6jtnbdh3ifxexlwqozdhu