Neural Machine Translation with Phrasal Attention -- Singleton Detection for Coreference Resolution via Multi-window and Multi-Filter CNN -- A Method of Unknown Words Processing for Neural Machine Translation Using HowNet -- Word, Subword or Character? An Empirical Study of Granularity in Chinese-English NMT -- An Unknown Word Processing Method in NMT by Integrating Syntactic Structure and Semantic Concept -- RGraph: Generating Reference Graphs for Better Machine Translation Evaluation -- ENTF: An Entropy-based MT Evaluation Metric -- Translation Oriented Sentence Level Collocation Identification and Extraction -- Combining Domain Knowledge and Deep Learning Makes NMT More Adaptive -- Handling Many-To-One UNK Translation for Neural Machine Translation -- A Content-based Neural Reordering Model for Statistical Machine Translation.  .