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• Cognition-Cognizant Sentiment Analysis With Multitask Subjectivity Summarization Based on Annotators' Gaze Behavior

  Abhijit Mishra, Srikanth Tamilselvam, Riddhiman Dasgupta, Seema Nagar, Kuntal Dey

  2018-04-26

• Dual Attention Network for Product Compatibility and Function Satisfiability Analysis

  Hu Xu, Sihong Xie, Lei Shu, Philip S. Yu

  2018-04-26

• Task-Specific Representation Learning for Web-Scale Entity Disambiguation

  Rijula Kar, Susmija Reddy, Sourangshu Bhattacharya, Anirban Dasgupta, Soumen Chakrabarti

  2018-04-26

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

  Souvik Kundu, Hwee Tou Ng

  2018-04-26

• Semi-Distantly Supervised Neural Model for Generating Compact Answers to Open-Domain Why Questions

  Ryo Ishida, Kentaro Torisawa, Jong-Hoon Oh, Ryu Iida, Canasai Kruengkrai, Julien Kloetzer

  2018-04-26

• Reinforcement Learning for Relation Classification From Noisy Data

  Jun Feng, Minlie Huang, Li Zhao, Yang Yang, Xiaoyan Zhu

  2018-04-26

• Towards a Neural Conversation Model With Diversity Net Using Determinantal Point Processes

  Yiping Song, Rui Yan, Yansong Feng, Yaoyuan Zhang, Dongyan Zhao, Ming Zhang

  2018-04-26

• Weakly Supervised Induction of Affective Events by Optimizing Semantic Consistency

  Haibo Ding, Ellen Riloff

  2018-04-26

• Multi-Task Medical Concept Normalization Using Multi-View Convolutional Neural Network

  Yi Luo, Guojie Song, Pengyu Li, Zhongang Qi

  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

• Twitter Summarization Based on Social Network and Sparse Reconstruction

  Ruifang He, Xingyi Duan

  2018-04-26

• Variational Reasoning for Question Answering With Knowledge Graph

  Yuyu Zhang, Hanjun Dai, Zornitsa Kozareva, Alexander Smola, Le Song

  2018-04-26

• Content and Context: Two-Pronged Bootstrapped Learning for Regex-Formatted Entity Extraction

  Stanley Simoes, Deepak P, Munu Sairamesh, Deepak Khemani, Sameep Mehta

  2018-04-26

• Hierarchical Attention Transfer Network for Cross-Domain Sentiment Classification

  Zheng Li, Ying Wei, Yu Zhang, Qiang Yang

  2018-04-26

• Improving Review Representations With User Attention and Product Attention for Sentiment Classification

  Zhen Wu, Xin-Yu Dai, Cunyan Yin, Shujian Huang, Jiajun Chen

  2018-04-26

• R³: Reinforced Ranker-Reader for Open-Domain Question Answering

  Shuohang Wang, Mo Yu, Xiaoxiao Guo, Zhiguo Wang, Tim Klinger, Wei Zhang, Shiyu Chang, Gerry Tesauro, Bowen Zhou, Jing Jiang

  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

• Dynamic User Profiling for Streams of Short Texts

  Shangsong Liang

  2018-04-26

• Byte-Level Machine Reading Across Morphologically Varied Languages

  Tom Kenter, Llion Jones, Daniel Hewlett

  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

• Targeted Aspect-Based Sentiment Analysis via Embedding Commonsense Knowledge into an Attentive LSTM

  Yukun Ma, Haiyun Peng, Erik Cambria

  2018-04-26

• Learning Structured Representation for Text Classification via Reinforcement Learning

  Tianyang Zhang, Minlie Huang, Li Zhao

  2018-04-26

• Argument Mining for Improving the Automated Scoring of Persuasive Essays

  Huy Nguyen, Diane Litman

  2018-04-26

• SkipFlow: Incorporating Neural Coherence Features for End-to-End Automatic Text Scoring

  Yi Tay, Minh Phan, Luu Anh Tuan, Siu Cheung Hui

  2018-04-26

• Training and Evaluating Improved Dependency-Based Word Embeddings

  Chen Li, Jianxin Li, Yangqiu Song, Ziwei Lin

  2018-04-26