Papers
Effective Modeling of Encoder-Decoder Architecture for Joint Entity and Relation Extraction
Tapas Nayak, Hwee Tou Ng
Conclusion-Supplement Answer Generation for Non-Factoid Questions
Makoto Nakatsuji, Sohei Okui
TRENDNERT: A Benchmark for Trend and Downtrend Detection in a Scientific Domain
Alena Moiseeva, Hinrich Schütze
Enhancing Natural Language Inference Using New and Expanded Training Data Sets and New Learning Models
Arindam Mitra, Ishan Shrivastava, Chitta Baral
RefNet: A Reference-Aware Network for Background Based Conversation
Chuan Meng, Pengjie Ren, Zhumin Chen et al.
Simplify-Then-Translate: Automatic Preprocessing for Black-Box Translation
Sneha Mehta, Bahareh Azarnoush, Boris Chen et al.
Robust Named Entity Recognition with Truecasing Pretraining
Stephen Mayhew, Gupta Nitish, Dan Roth
CAWA: An Attention-Network for Credit Attribution
Saurav Manchanda, George Karypis
Improving Question Generation with Sentence-Level Semantic Matching and Answer Position Inferring
Xiyao Ma, Qile Zhu, Yanlin Zhou et al.
FPETS: Fully Parallel End-to-End Text-to-Speech System
Dabiao Ma, Zhiba Su, Wenxuan Wang et al.
Graph-Based Reasoning over Heterogeneous External Knowledge for Commonsense Question Answering
Shangwen Lv, Daya Guo, Jingjing Xu et al.
Hierarchical Contextualized Representation for Named Entity Recognition
Ying Luo, Fengshun Xiao, Hai Zhao
Attention-Informed Mixed-Language Training for Zero-Shot Cross-Lingual Task-Oriented Dialogue Systems
Zihan Liu, Genta Indra Winata, Zhaojiang Lin et al.
CatGAN: Category-Aware Generative Adversarial Networks with Hierarchical Evolutionary Learning for Category Text Generation
Zhiyue Liu, Jiahai Wang, Zhiwei Liang
Synchronous Speech Recognition and Speech-to-Text Translation with Interactive Decoding
Yuchen Liu, Jiajun Zhang, Hao Xiong et al.
Tensor Graph Convolutional Networks for Text Classification
Xien Liu, Xinxin You, Xiao Zhang et al.
HAMNER: Headword Amplified Multi-Span Distantly Supervised Method for Domain Specific Named Entity Recognition
Shifeng Liu, Yifang Sun, Bing Li et al.
A Robust Adversarial Training Approach to Machine Reading Comprehension
Kai Liu, Xin Liu, An Yang et al.
Joint Character-Level Word Embedding and Adversarial Stability Training to Defend Adversarial Text
Hui Liu, Yongzheng Zhang, Yipeng Wang et al.
Revision in Continuous Space: Unsupervised Text Style Transfer without Adversarial Learning
Dayiheng Liu, Jie Fu, Yidan Zhang et al.
Integrating Linguistic Knowledge to Sentence Paraphrase Generation
Zibo Lin, Ziran Li, Ning Ding et al.
Discovering New Intents via Constrained Deep Adaptive Clustering with Cluster Refinement
Ting-En Lin, Hua Xu, Hanlei Zhang
Hierarchical Attention Network with Pairwise Loss for Chinese Zero Pronoun Resolution
Peiqin Lin, Meng Yang
Semi-Supervised Learning on Meta Structure: Multi-Task Tagging and Parsing in Low-Resource Scenarios
KyungTae Lim, Jay Yoon Lee, Jaime Carbonell et al.
Embedding Compression with Isotropic Iterative Quantization
Siyu Liao, Jie Chen, Yanzhi Wang et al.