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• Visual Recognition in Very Low-Quality Settings: Delving Into the Power of Pre-Training

  Bowen Cheng, Ding Liu, Zhangyang Wang, Haichao Zhang, Thomas Huang

  2018-04-29

• Conditional PSDDs: Modeling and Learning With Modular Knowledge

  Yujia Shen, Arthur Choi, Adnan Darwiche

  2018-04-26

• Linear and Integer Programming-Based Heuristics for Cost-Optimal Numeric Planning

  Chiara Piacentini, Margarita Castro, Andre Cire, J. Christopher Beck

  2018-04-26

• A Multilayer Convolutional Encoder-Decoder Neural Network for Grammatical Error Correction

  Shamil Chollampatt, Hwee Tou Ng

  2018-04-26

• A Question-Focused Multi-Factor Attention Network for Question Answering

  Souvik Kundu, Hwee Tou Ng

  2018-04-26

• Multi-Entity Aspect-Based Sentiment Analysis With Context, Entity and Aspect Memory

  Jun Yang, Runqi Yang, Chongjun Wang, Junyuan Xie

  2018-04-26

• Assertion-Based QA With Question-Aware Open Information Extraction

  Zhao Yan, Duyu Tang, Nan Duan, Shujie Liu, Wendi Wang, Daxin Jiang, Ming Zhou, Zhoujun Li

  2018-04-26

• Learning to Attend via Word-Aspect Associative Fusion for Aspect-Based Sentiment Analysis

  Yi Tay, Luu Anh Tuan, Siu Cheung Hui

  2018-04-26

• Graph Convolutional Networks With Argument-Aware Pooling for Event Detection

  Thien Nguyen, Ralph Grishman

  2018-04-26

• Leveraging Lexical Substitutes for Unsupervised Word Sense Induction

  Domagoj Alagić, Jan Šnajder, Sebastian Padó

  2018-04-27

• Neural Machine Translation with Gumbel-Greedy Decoding

  Jiatao Gu, Daniel Jiwoong Im, Victor O.K. Li

  2018-04-27

• CoLink: An Unsupervised Framework for User Identity Linkage

  Zexuan Zhong, Yong Cao, Yong Cao, Mu Guo, Mu Guo, Zaiqing Nie, Zaiqing Nie

  2018-04-27

• RNN-Based Sequence-Preserved Attention for Dependency Parsing

  Yi Zhou, Junying Zhou, Lu Liu, Jiangtao Feng, Haoyuan Peng, Xiaoqing Zheng

  2018-04-27

• Persuasive Influence Detection: The Role of Argument Sequencing

  Christopher Hidey, Kathleen McKeown

  2018-04-27

• How Images Inspire Poems: Generating Classical Chinese Poetry from Images with Memory Networks

  Linli Xu, Liang Jiang, Chuan Qin, Zhe Wang, Dongfang Du

  2018-04-27

• Dual Transfer Learning for Neural Machine Translation with Marginal Distribution Regularization

  Yijun Wang, Yingce Xia, Li Zhao, Jiang Bian, Tao Qin, Guiquan Liu, Tie-Yan Liu

  2018-04-27

• Sentence Ordering and Coherence Modeling using Recurrent Neural Networks

  Lajanugen Logeswaran, Honglak Lee, Dragomir Radev

  2018-04-27

• Word Attention for Sequence to Sequence Text Understanding

  Lijun Wu, Fei Tian, Li Zhao, Jianhuang Lai, Tie-Yan Liu

  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

• Improving Variational Encoder-Decoders in Dialogue Generation

  Xiaoyu Shen, Hui Su, Shuzi Niu, Vera Demberg

  2018-04-27

• Neural Networks Incorporating Dictionaries for Chinese Word Segmentation

  Qi Zhang, Xiaoyu Liu, Jinlan Fu

  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

• Order-Planning Neural Text Generation From Structured Data

  Lei Sha, Lili Mou, Tianyu Liu, Pascal Poupart, Sujian Li, Baobao Chang, Zhifang Sui

  2018-04-27