| 2019 | OpenCeres: When Open Information Extraction Meets the Semi-Structured Web. | Colin Lockard, Prashant Shiralkar, Xin Luna Dong |
| 2019 | Integration of Knowledge Graph Embedding Into Topic Modeling with Hierarchical Dirichlet Process. | Dingcheng Li, Siamak Zamani, Jingyuan Zhang, Ping Li |
| 2019 | The Strength of the Weakest Supervision: Topic Classification Using Class Labels. | Jiatong Li, Kai Zheng, Hua Xu, Qiaozhu Mei, Yue Wang |
| 2019 | GAN Driven Semi-distant Supervision for Relation Extraction. | Pengshuai Li, Xinsong Zhang, Weijia Jia, Hai Zhao |
| 2019 | Information Aggregation for Multi-Head Attention with Routing-by-Agreement. | Jian Li, Baosong Yang, Zi-Yi Dou, Xing Wang, Michael R. Lyu, Zhaopeng Tu |
| 2019 | CNM: An Interpretable Complex-valued Network for Matching. | Qiuchi Li, Benyou Wang, Massimo Melucci |
| 2019 | An Encoding Strategy Based Word-Character LSTM for Chinese NER. | Wei Liu, Tongge Xu, Qinghua Xu, Jiayu Song, Yueran Zu |
| 2019 | Continual Learning for Sentence Representations Using Conceptors. | Tianlin Liu, Lyle H. Ungar, Joo Sedoc |
| 2019 | Single Document Summarization as Tree Induction. | Yang Liu, Ivan Titov, Mirella Lapata |
| 2019 | Inoculation by Fine-Tuning: A Method for Analyzing Challenge Datasets. | Nelson F. Liu, Roy Schwartz, Noah A. Smith |
| 2019 | INS: An Interactive Chinese News Synthesis System. | Hui Liu, Wentao Qin, Xiaojun Wan |
| 2019 | On the Idiosyncrasies of the Mandarin Chinese Classifier System. | Shijia Liu, Hongyuan Mei, Adina Williams, Ryan Cotterell |
| 2019 | Event Detection without Triggers. | Shulin Liu, Yang Li, Feng Zhang, Tao Yang, Xinpeng Zhou |
| 2019 | Fast Prototyping a Dialogue Comprehension System for Nurse-Patient Conversations on Symptom Monitoring. | Zhengyuan Liu, Jia Hui Hazel Lim, Nur Farah Ain Binte Sahimi, Shao Chuen Tong, Sharon Ong, Angela Ng, Sheldon Lee Shao Guang, Michael Ross Macdonald, Savitha Ramasamy, Pavitra Krishnaswamy, Wai Leng Chow, Nancy F. Chen |
| 2019 | Graph Convolution for Multimodal Information Extraction from Visually Rich Documents. | Xiaojing Liu, Feiyu Gao, Qiong Zhang, Huasha Zhao |
| 2019 | Knowledge-Augmented Language Model and Its Application to Unsupervised Named-Entity Recognition. | Angli Liu, Jingfei Du, Veselin Stoyanov |
| 2019 | Linguistic Knowledge and Transferability of Contextual Representations. | Nelson F. Liu, Matt Gardner, Yonatan Belinkov, Matthew E. Peters, Noah A. Smith |
| 2019 | Neural Finite-State Transducers: Beyond Rational Relations. | Chu-Cheng Lin, Hao Zhu, Matthew R. Gormley, Jason Eisner |
| 2019 | Modelling Instance-Level Annotator Reliability for Natural Language Labelling Tasks. | Maolin Li, Arvid Fahlstrm Myrman, Tingting Mu, Sophia Ananiadou |
| 2019 | Neural Chinese Address Parsing. | Hao Li, Wei Lu, Pengjun Xie, Linlin Li |
| 2019 | Continuous Learning for Large-scale Personalized Domain Classification. | Han Li, Jihwan Lee, Sidharth Mudgal, Ruhi Sarikaya, Young-Bum Kim |
| 2019 | Understanding and Improving Hidden Representations for Neural Machine Translation. | Guanlin Li, Lemao Liu, Xintong Li, Conghui Zhu, Tiejun Zhao, Shuming Shi |
| 2019 | Multilingual Entity, Relation, Event and Human Value Extraction. | Manling Li, Ying Lin, Joseph Hoover, Spencer Whitehead, Clare R. Voss, Morteza Dehghani, Heng Ji |
| 2019 | Detecting dementia in Mandarin Chinese using transfer learning from a parallel corpus. | Bai Li, Yi-Te Hsu, Frank Rudzicz |
| 2019 | Biomedical Event Extraction based on Knowledge-driven Tree-LSTM. | Diya Li, Lifu Huang, Heng Ji, Jiawei Han |