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• A Neural Transition-Based Approach for Semantic Dependency Graph Parsing

  Yuxuan Wang, Wanxiang Che, Jiang Guo, Ting Liu

  2018-04-27

• Improving Language Modelling with Noise Contrastive Estimation

  Farhana Ferdousi Liza, Marek Grzes

  2018-04-27

• Guiding Exploratory Behaviors for Multi-Modal Grounding of Linguistic Descriptions

  Jesse Thomason, Jivko Sinapov, Raymond Mooney, Peter Stone

  2018-04-27

• Hierarchical Recurrent Attention Network for Response Generation

  Chen Xing, Yu Wu, Wei Wu, Yalou Huang, Ming Zhou

  2018-04-27

• Neural Cross-Lingual Entity Linking

  Avirup Sil, Gourab Kundu, Radu Florian, Wael Hamza

  2018-04-27

• Automatic Generation of Text Descriptive Comments for Code Blocks

  Yuding Liang, Kenny Zhu

  2018-04-27

• Adaptive Co-attention Network for Named Entity Recognition in Tweets

  Qi Zhang, Jinlan Fu, Xiaoyu Liu, Xuanjing Huang

  2018-04-27

• Two Knowledge-based Methods for High-Performance Sense Distribution Learning

  Tommaso Pasini, Roberto Navigli

  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

• Canonical Correlation Inference for Mapping Abstract Scenes to Text

  Nikos Papasarantopoulos, Helen Jiang, Shay Cohen

  2018-04-27

• Long Text Generation via Adversarial Training with Leaked Information

  Jiaxian Guo, Sidi Lu, Han Cai, Weinan Zhang, Yong Yu, Jun Wang

  2018-04-27

• A Deep Generative Framework for Paraphrase Generation

  Ankush Gupta, Arvind Agarwal, Prawaan Singh, Piyush Rai

  2018-04-27

• Eliciting Positive Emotion through Affect-Sensitive Dialogue Response Generation: A Neural Network Approach

  Nurul Lubis, Sakriani Sakti, Koichiro Yoshino, Satoshi Nakamura

  2018-04-27

• Elastic Responding Machine for Dialog Generation with Dynamically Mechanism Selecting

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

  2018-04-27

• Conversational Model Adaptation via KL Divergence Regularization

  Juncen Li, Ping Luo, Fen Lin, Bo Chen

  2018-04-27

• Context Aware Conversational Understanding for Intelligent Agents With a Screen

  Vishal Naik, Angeliki Metallinou, Rahul Goel

  2018-04-27

• Generating Sentences Using a Dynamic Canvas

  Harshil Shah, Bowen Zheng, David Barber

  2018-04-27

• Large Scaled Relation Extraction With Reinforcement Learning

  Xiangrong Zeng, Shizhu He, Kang Liu, Jun Zhao

  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

• BBQ-Networks: Efficient Exploration in Deep Reinforcement Learning for Task-Oriented Dialogue Systems

  Zachary Lipton, Xiujun Li, Jianfeng Gao, Lihong Li, Faisal Ahmed, Li Deng

  2018-04-27

• Efficient Large-Scale Multi-Modal Classification

  Douwe Kiela, Edouard Grave, Armand Joulin, Tomas Mikolov

  2018-04-27

• Table-to-Text: Describing Table Region With Natural Language

  Junwei Bao, Duyu Tang, Nan Duan, Zhao Yan, Yuanhua Lv, Ming Zhou, Tiejun Zhao

  2018-04-27