Papers
Toward Diverse Text Generation with Inverse Reinforcement Learning
Zhan Shi, Xinchi Chen, Xipeng Qiu et al.
Listen, Think and Listen Again: Capturing Top-down Auditory Attention for Speaker-independent Speech Separation
Jing Shi, Jiaming Xu, Guangcan Liu et al.
Reinforced Self-Attention Network: a Hybrid of Hard and Soft Attention for Sequence Modeling
Tao Shen, Tianyi Zhou, Guodong Long et al.
Learning to Converse with Noisy Data: Generation with Calibration
Mingyue Shang, Zhenxin Fu, Nanyun Peng et al.
Functional Partitioning of Ontologies for Natural Language Query Completion in Question Answering Systems
Jaydeep Sen, Ashish Mittal, Diptikalyan Saha et al.
Interpretable Adversarial Perturbation in Input Embedding Space for Text
Motoki Sato, Jun Suzuki, Hiroyuki Shindo et al.
Joint Posterior Revision of NLP Annotations via Ontological Knowledge
Marco Rospocher, Francesco Corcoglioniti
Learning Out-of-Vocabulary Words in Intelligent Personal Agents
Avik Ray, Yilin Shen, Hongxia Jin
Inferring Temporal Knowledge for Near-Periodic Recurrent Events
Dinesh Raghu, Surag Nair, Mausam
Event Factuality Identification via Generative Adversarial Networks with Auxiliary Classification
Zhong Qian, Peifeng Li, Yue Zhang et al.
Translating Embeddings for Knowledge Graph Completion with Relation Attention Mechanism
Wei Qian, Cong Fu, Yu Zhu et al.
Assigning Personality/Profile to a Chatting Machine for Coherent Conversation Generation
Qiao Qian, Minlie Huang, Haizhou Zhao et al.
ElimiNet: A Model for Eliminating Options for Reading Comprehension with Multiple Choice Questions
Soham Parikh, Ananya Sai, Preksha Nema et al.
Answering Mixed Type Questions about Daily Living Episodes
Taiki Miyanishi, Jun-ichiro Hirayama, Atsunori Kanemura et al.
Show and Tell More: Topic-Oriented Multi-Sentence Image Captioning
Yuzhao Mao, Chang Zhou, Xiaojie Wang et al.
A Hierarchical End-to-End Model for Jointly Improving Text Summarization and Sentiment Classification
Shuming Ma, Xu Sun, Junyang Lin et al.
Beyond Polarity: Interpretable Financial Sentiment Analysis with Hierarchical Query-driven Attention
Ling Luo, Xiang Ao, Feiyang Pan et al.
Jumper: Learning When to Make Classification Decision in Reading
Xianggen Liu, Lili Mou, Haotian Cui et al.
Learning to Explain Ambiguous Headlines of Online News
Tianyu Liu, Wei Wei, Xiaojun Wan
Curriculum Learning for Natural Answer Generation
Cao Liu, Shizhu He, Kang Liu et al.
Feature Enhancement in Attention for Visual Question Answering
Yuetan Lin, Zhangyang Pang, Donghui Wang et al.
Deep Text Classification Can be Fooled
Bin Liang, Hongcheng Li, Miaoqiang Su et al.
Constructing Narrative Event Evolutionary Graph for Script Event Prediction
Zhongyang Li, Xiao Ding, Ting Liu
Aspect Term Extraction with History Attention and Selective Transformation
Xin Li, Lidong Bing, Piji Li et al.
Learning Word Vectors with Linear Constraints: A Matrix Factorization Approach
Wenye Li, Jiawei Zhang, Jianjun Zhou et al.