Mining User Profiles from Query Log -- A User Effort Measurement for Query Selection -- Temporal Smoothing: Discriminatively Incorporating Various Temporal Profiles of Queries -- Simplified Representation Learning Model Based on Parameter-Sharing for Knowledge Graph Completion -- Temporal Convolutional Networks for Popularity Prediction of Messages on Social Medias -- Selecting Paragraphs to Answer Questions for Multi-Passage Machine Reading Comprehension -- Document-level Named Entity Recognition by Incorporating Global and Neighbor Features -- Investigating Query Reformulation Behavior of Search Users -- A Method for User Avatar Authenticity Based on Multi-feature Fusion -- Multi-granularity Convolutional Neural Network with Feature Fusion and Refinement for User Profiling -- Ensemble System for Identification of Cited Text Spans: Based on Two Steps of Feature Selection -- LTRRS: A Learning to Rank Based Algorithm for Resource Selection in Distributed Information Retrieval -- Joint Learning for Aspect Category Detection and Sentiment Analysis in Chinese Reviews.