Papers
Unsupervised Embedding Enhancements of Knowledge Graphs using Textual Associations
Neil Veira, Brian Keng, Kanchana Padmanabhan et al.
PRoFET: Predicting the Risk of Firms from Event Transcripts
Christoph Kilian Theil, Samuel Broscheit, Heiner Stuckenschmidt
GANs for Semi-Supervised Opinion Spam Detection
Gray Stanton, Athirai A. Irissappane
Cold-Start Aware Deep Memory Network for Multi-Entity Aspect-Based Sentiment Analysis
Kaisong Song, Wei Gao, Lujun Zhao et al.
Exploiting Persona Information for Diverse Generation of Conversational Responses
Haoyu Song, Wei-Nan Zhang, Yiming Cui et al.
Knowledge Aware Semantic Concept Expansion for Image-Text Matching
Botian Shi, Lei Ji, Pan Lu et al.
A Deep Generative Model for Code Switched Text
Bidisha Samanta, Sharmila Reddy, Hussain Jagirdar et al.
Aligning Learning Outcomes to Learning Resources: A Lexico-Semantic Spatial Approach
Swarnadeep Saha, Malolan Chetlur, Tejas Indulal Dhamecha et al.
Learn to Select via Hierarchical Gate Mechanism for Aspect-Based Sentiment Analysis
Xiangying Ran, Yuanyuan Pan, Wei Sun et al.
Improving Cross-Domain Performance for Relation Extraction via Dependency Prediction and Information Flow Control
Amir Pouran Ben Veyseh, Thien Nguyen, Dejing Dou
Learning Task-Specific Representation for Novel Words in Sequence Labeling
Minlong Peng, Qi Zhang, Xiaoyu Xing et al.
Aspect-Based Sentiment Classification with Attentive Neural Turing Machines
Qianren Mao, Jianxin Li, Senzhang Wang et al.
Randomized Greedy Search for Structured Prediction: Amortized Inference and Learning
Chao Ma, F A Rezaur Rahman Chowdhury, Aryan Deshwal et al.
Unsupervised Neural Aspect Extraction with Sememes
Ling Luo, Xiang Ao, Yan Song et al.
A Dual Reinforcement Learning Framework for Unsupervised Text Style Transfer
Fuli Luo, Peng Li, Jie Zhou et al.
Building Personalized Simulator for Interactive Search
Qianlong Liu, Baoliang Cui, Zhongyu Wei et al.
Network Embedding with Dual Generation Tasks
Jie Liu, Na Li, Zhicheng He
Exploring and Distilling Cross-Modal Information for Image Captioning
Fenglin Liu, Xuancheng Ren, Yuanxin Liu et al.
Deep Mask Memory Network with Semantic Dependency and Context Moment for Aspect Level Sentiment Classification
Peiqin Lin, Meng Yang, Jianhuang Lai
Learning to Select Knowledge for Response Generation in Dialog Systems
Rongzhong Lian, Min Xie, Fan Wang et al.
Reading selectively via Binary Input Gated Recurrent Unit
Zhe Li, Peisong Wang, Hanqing Lu et al.
Self-attentive Biaffine Dependency Parsing
Ying Li, Zhenghua Li, Min Zhang et al.
Towards Discriminative Representation Learning for Speech Emotion Recognition
Runnan Li, Zhiyong Wu, Jia Jia et al.
Adversarial Transfer for Named Entity Boundary Detection with Pointer Networks
Jing Li, Deheng Ye, Shuo Shang
Knowledge Base Question Answering with Topic Units
Yunshi Lan, Shuohang Wang, Jing Jiang