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• A Knowledge-Grounded Neural Conversation Model

  Marjan Ghazvininejad, Chris Brockett, Ming-Wei Chang, Bill Dolan, Jianfeng Gao, Wen-tau Yih, Michel Galley

  2018-04-27

• Zero-Resource Neural Machine Translation with Multi-Agent Communication Game

  Yun Chen, Yang Liu, Victor Li

  2018-04-27

• Tree-Structured Neural Machine for Linguistics-Aware Sentence Generation

  Ganbin Zhou, Ping Luo, Rongyu Cao, Yijun Xiao, Fen Lin, Bo Chen, Qing He

  2018-04-27

• Context Aware Conversational Understanding for Intelligent Agents With a Screen

  Vishal Naik, Angeliki Metallinou, Rahul Goel

  2018-04-27

• Knowledge Enhanced Hybrid Neural Network for Text Matching

  Yu Wu, Wei Wu, Can Xu, Zhoujun Li

  2018-04-27

• Improved Text Matching by Enhancing Mutual Information

  Yang Liu, Wenge Rong, Zhang Xiong

  2018-04-27

• An Unsupervised Model With Attention Autoencoders for Question Retrieval

  Minghua Zhang, Yunfang Wu

  2018-04-26

• Translating Pro-Drop Languages With Reconstruction Models

  Longyue Wang, Zhaopeng Tu, Shuming Shi, Tong Zhang, Yvette Graham, Qun Liu

  2018-04-26

• Learning Generative Neural Networks for 3D Colorization

  Zhenpei Yang, Lihang Liu, Qixing Huang

  2018-04-26

• Parameter-Free Centralized Multi-Task Learning for Characterizing Developmental Sex Differences in Resting State Functional Connectivity

  Xiaofeng Zhu, Hongming Li, Yong Fan

  2018-04-26

• Video-Based Sign Language Recognition Without Temporal Segmentation

  Jie Huang, Wengang Zhou, Qilin Zhang, Houqiang Li, Weiping Li

  2018-04-26

• Probabilistic Ensemble of Collaborative Filters

  Zhiyu Min, Dahua Lin

  2018-04-26

• Maximum-Variance Total Variation Denoising for Interpretable Spatial Smoothing

  Wesley Tansey, Jesse Thomason, James Scott

  2018-04-26

• DeepHeart: Semi-Supervised Sequence Learning for Cardiovascular Risk Prediction

  Brandon Ballinger, Johnson Hsieh, Avesh Singh, Nimit Sohoni, Jack Wang, Geoffrey Tison, Gregory Marcus, Jose Sanchez, Carol Maguire, Jeffrey Olgin, Mark Pletcher

  2018-04-26

• A Combinatorial-Bandit Algorithm for the Online Joint Bid/Budget Optimization of Pay-per-Click Advertising Campaigns

  Alessandro Nuara, Francesco Trovò, Nicola Gatti, Marcello Restelli

  2018-04-26

• Modeling Scientific Influence for Research Trending Topic Prediction

  Chengyao Chen, Zhitao Wang, Wenjie Li, Xu Sun

  2018-04-26

• Learning User Preferences to Incentivize Exploration in the Sharing Economy

  Christoph Hirnschall, Adish Singla, Sebastian Tschiatschek, Andreas Krause

  2018-04-26

• Sequence-to-Point Learning With Neural Networks for Non-Intrusive Load Monitoring

  Chaoyun Zhang, Mingjun Zhong, Zongzuo Wang, Nigel Goddard, Charles Sutton

  2018-04-26

• A Neural Attention Model for Urban Air Quality Inference: Learning the Weights of Monitoring Stations

  Weiyu Cheng, Yanyan Shen, Yanmin Zhu, Linpeng Huang

  2018-04-26

• Mesh-Based Autoencoders for Localized Deformation Component Analysis

  Qingyang Tan, Lin Gao, Yu-Kun Lai, Jie Yang, Shihong Xia

  2018-04-26

• Exercise-Enhanced Sequential Modeling for Student Performance Prediction

  Yu Su, Qingwen Liu, Qi Liu, Zhenya Huang, Yu Yin, Enhong Chen, Chris Ding, Si Wei, Guoping Hu

  2018-04-26

• DeepHit: A Deep Learning Approach to Survival Analysis With Competing Risks

  Changhee Lee, William Zame, Jinsung Yoon, Mihaela van der Schaar

  2018-04-26

• Hybrid Attentive Answer Selection in CQA With Deep Users Modelling

  Jiahui Wen, Jingwei Ma, Yiliu Feng, Mingyang Zhong

  2018-04-26

• Flow-GAN: Combining Maximum Likelihood and Adversarial Learning in Generative Models

  Aditya Grover, Manik Dhar, Stefano Ermon

  2018-04-29

• Algorithms for Generalized Topic Modeling

  Avrim Blum, Nika Haghtalab

  2018-04-29