| 2019 | OpenKI: Integrating Open Information Extraction and Knowledge Bases with Relation Inference. | Dongxu Zhang, Subhabrata Mukherjee, Colin Lockard, Xin Luna Dong, Andrew McCallum |
| 2019 | Integrating Semantic Knowledge to Tackle Zero-shot Text Classification. | Jingqing Zhang, Piyawat Lertvittayakumjorn, Yike Guo |
| 2019 | Syntax-Enhanced Neural Machine Translation with Syntax-Aware Word Representations. | Meishan Zhang, Zhenghua Li, Guohong Fu, Min Zhang |
| 2019 | Enhancing Opinion Role Labeling with Semantic-Aware Word Representations from Semantic Role Labeling. | Meishan Zhang, Peili Liang, Guohong Fu |
| 2019 | Long-tail Relation Extraction via Knowledge Graph Embeddings and Graph Convolution Networks. | Ningyu Zhang, Shumin Deng, Zhanlin Sun, Guanying Wang, Xi Chen, Wei Zhang, Huajun Chen |
| 2019 | Mitigating Uncertainty in Document Classification. | Xuchao Zhang, Fanglan Chen, Chang-Tien Lu, Naren Ramakrishnan |
| 2019 | PAWS: Paraphrase Adversaries from Word Scrambling. | Yuan Zhang, Jason Baldridge, Luheng He |
| 2019 | A Variational Approach to Weakly Supervised Document-Level Multi-Aspect Sentiment Classification. | Ziqian Zeng, Wenxuan Zhou, Xin Liu, Yangqiu Song |
| 2019 | Giving Attention to the Unexpected: Using Prosody Innovations in Disfluency Detection. | Vicky Zayats, Mari Ostendorf |
| 2019 | Predicting the Type and Target of Offensive Posts in Social Media. | Marcos Zampieri, Shervin Malmasi, Preslav Nakov, Sara Rosenthal, Noura Farra, Ritesh Kumar |
| 2019 | How to Avoid Sentences Spelling Boring? Towards a Neural Approach to Unsupervised Metaphor Generation. | Zhiwei Yu, Xiaojun Wan |
| 2019 | Improving Cross-Domain Chinese Word Segmentation with Word Embeddings. | Yuxiao Ye, Weikang Li, Yue Zhang, Likun Qiu, Jian Sun |
| 2019 | Distant Supervision Relation Extraction with Intra-Bag and Inter-Bag Attentions. | Zhi-Xiu Ye, Zhen-Hua Ling |
| 2019 | A Qualitative Comparison of CoQA, SQuAD 2.0 and QuAC. | Mark Yatskar |
| 2019 | The World in My Mind: Visual Dialog with Adversarial Multi-modal Feature Encoding. | Yiqun Yao, Jiaming Xu, Bo Xu |
| 2019 | Enabling Real-time Neural IME with Incremental Vocabulary Selection. | Jiali Yao, Raphael Shu, Xinjian Li, Katsutoshi Ohtsuki, Hideki Nakayama |
| 2019 | Relation Extraction with Temporal Reasoning Based on Memory Augmented Distant Supervision. | Jianhao Yan, Lin He, Ruqin Huang, Jian Li, Ying Liu |
| 2019 | Subword Encoding in Lattice LSTM for Chinese Word Segmentation. | Jie Yang, Yue Zhang, Shuailong Liang |
| 2019 | End-to-End Open-Domain Question Answering with BERTserini. | Wei Yang, Yuqing Xie, Aileen Lin, Xingyu Li, Luchen Tan, Kun Xiong, Ming Li, Jimmy Lin |
| 2019 | Convolutional Self-Attention Networks. | Baosong Yang, Longyue Wang, Derek F. Wong, Lidia S. Chao, Zhaopeng Tu |
| 2019 | Using Large Corpus N-gram Statistics to Improve Recurrent Neural Language Models. | Yiben Yang, Ji-Ping Wang, Doug Downey |
| 2019 | Detecting Customer Complaint Escalation with Recurrent Neural Networks and Manually-Engineered Features. | Wei Yang, Luchen Tan, Chunwei Lu, Anqi Cui, Han Li, Xi Chen, Kun Xiong, Muzi Wang, Ming Li, Jian Pei, Jimmy Lin |
| 2019 | Recovering dropped pronouns in Chinese conversations via modeling their referents. | Jingxuan Yang, Jianzhuo Tong, Si Li, Sheng Gao, Jun Guo, Nianwen Xue |
| 2019 | Sequential Attention with Keyword Mask Model for Community-based Question Answering. | Jianxin Yang, Wenge Rong, Libin Shi, Zhang Xiong |
| 2019 | Exploiting Noisy Data in Distant Supervision Relation Classification. | Kaijia Yang, Liang He, Xinyu Dai, Shujian Huang, Jiajun Chen |