Papers
BoolQ: Exploring the Surprising Difficulty of Natural Yes/No Questions
Christopher Clark, Kenton Lee, Ming-Wei Chang et al.
Bidirectional Attentive Memory Networks for Question Answering over Knowledge Bases
Yu Chen, Lingfei Wu, Mohammed J. Zaki
A Richer-but-Smarter Shortest Dependency Path with Attentive Augmentation for Relation Extraction
Duy-Cat Can, Hoang-Quynh Le, Quang-Thuy Ha et al.
Fact Discovery from Knowledge Base via Facet Decomposition
Zihao Fu, Yankai Lin, Zhiyuan Liu et al.
Review-Driven Multi-Label Music Style Classification by Exploiting Style Correlations
Guangxiang Zhao, Jingjing Xu, Qi Zeng et al.
Modelling Instance-Level Annotator Reliability for Natural Language Labelling Tasks
Maolin Li, Arvid Fahlström Myrman, Tingting Mu et al.
Improving Distantly-supervised Entity Typing with Compact Latent Space Clustering
Bo Chen, Xiaotao Gu, Yufeng Hu et al.
Predicting Malware Attributes from Cybersecurity Texts
Arpita Roy, Youngja Park, Shimei Pan
An Integrated Approach for Keyphrase Generation via Exploring the Power of Retrieval and Extraction
Wang Chen, Hou Pong Chan, Piji Li et al.
Scalable Collapsed Inference for High-Dimensional Topic Models
Rashidul Islam, James Foulds
Posterior-regularized REINFORCE for Instance Selection in Distant Supervision
Qi Zhang, Siliang Tang, Xiang Ren et al.
Ranking-Based Autoencoder for Extreme Multi-label Classification
Bingyu Wang, Li Chen, Wei Sun et al.
Distant Supervision Relation Extraction with Intra-Bag and Inter-Bag Attentions
Zhi-Xiu Ye, Zhen-Hua Ling
Document-Level Event Factuality Identification via Adversarial Neural Network
Zhong Qian, Peifeng Li, Qiaoming Zhu et al.
Relation Classification Using Segment-Level Attention-based CNN and Dependency-based RNN
Van-Hien Tran, Van-Thuy Phi, Hiroyuki Shindo et al.
Fluent Translations from Disfluent Speech in End-to-End Speech Translation
Elizabeth Salesky, Matthias Sperber, Alexander Waibel
A Dynamic Speaker Model for Conversational Interactions
Hao Cheng, Hao Fang, Mari Ostendorf
Acoustic-to-Word Models with Conversational Context Information
Suyoun Kim, Florian Metze
Neural Constituency Parsing of Speech Transcripts
Paria Jamshid Lou, Yufei Wang, Mark Johnson
Shrinking Japanese Morphological Analyzers With Neural Networks and Semi-supervised Learning
Arseny Tolmachev, Daisuke Kawahara, Sadao Kurohashi
Neural Semi-Markov Conditional Random Fields for Robust Character-Based Part-of-Speech Tagging
Apostolos Kemos, Heike Adel, Hinrich Schütze
Improving Cross-Domain Chinese Word Segmentation with Word Embeddings
Yuxiao Ye, Weikang Li, Yue Zhang et al.
Subword Encoding in Lattice LSTM for Chinese Word Segmentation
Jie Yang, Yue Zhang, Shuailong Liang
VCWE: Visual Character-Enhanced Word Embeddings
Chi Sun, Xipeng Qiu, Xuanjing Huang
Incorporating Word Attention into Character-Based Word Segmentation
Shohei Higashiyama, Masao Utiyama, Eiichiro Sumita et al.