Papers
Investigating Capsule Network and Semantic Feature on Hyperplanes for Text Classification
Chunning Du, Haifeng Sun, Jingyu Wang et al.
Hierarchical Text Classification with Reinforced Label Assignment
Yuning Mao, Jingjing Tian, Jiawei Han et al.
Joint Event and Temporal Relation Extraction with Shared Representations and Structured Prediction
Rujun Han, Qiang Ning, Nanyun Peng
EntEval: A Holistic Evaluation Benchmark for Entity Representations
Mingda Chen, Zewei Chu, Yang Chen et al.
Leveraging 2-hop Distant Supervision from Table Entity Pairs for Relation Extraction
Xiang Deng, Huan Sun
Neural Cross-Lingual Relation Extraction Based on Bilingual Word Embedding Mapping
Jian Ni, Radu Florian
CaRe: Open Knowledge Graph Embeddings
Swapnil Gupta, Sreyash Kenkre, Partha Talukdar
Learning the Extraction Order of Multiple Relational Facts in a Sentence with Reinforcement Learning
Xiangrong Zeng, Shizhu He, Daojian Zeng et al.
A Boundary-aware Neural Model for Nested Named Entity Recognition
Changmeng Zheng, Yi Cai, Jingyun Xu et al.
Event Detection with Trigger-Aware Lattice Neural Network
Ning Ding, Ziran Li, Zhiyuan Liu et al.
Doc2EDAG: An End-to-End Document-level Framework for Chinese Financial Event Extraction
Shun Zheng, Wei Cao, Wei Xu et al.
Uncover the Ground-Truth Relations in Distant Supervision: A Neural Expectation-Maximization Framework
Junfan Chen, Richong Zhang, Yongyi Mao et al.
Cross-lingual Structure Transfer for Relation and Event Extraction
Ananya Subburathinam, Di Lu, Heng Ji et al.
Multi-Input Multi-Output Sequence Labeling for Joint Extraction of Fact and Condition Tuples from Scientific Text
Tianwen Jiang, Tong Zhao, Bing Qin et al.
Learning to Bootstrap for Entity Set Expansion
Lingyong Yan, Xianpei Han, Le Sun et al.
Open Event Extraction from Online Text using a Generative Adversarial Network
Rui Wang, Deyu Zhou, Yulan He
Learning Dynamic Context Augmentation for Global Entity Linking
Xiyuan Yang, Xiaotao Gu, Sheng Lin et al.
Low-Resource Name Tagging Learned with Weakly Labeled Data
Yixin Cao, Zikun Hu, Tat-seng Chua et al.
Tackling Long-Tailed Relations and Uncommon Entities in Knowledge Graph Completion
Zihao Wang, Kwunping Lai, Piji Li et al.
Jointly Learning Entity and Relation Representations for Entity Alignment
Yuting Wu, Xiao Liu, Yansong Feng et al.
Improving Relation Extraction with Knowledge-attention
Pengfei Li, Kezhi Mao, Xuefeng Yang et al.
Open Relation Extraction: Relational Knowledge Transfer from Supervised Data to Unsupervised Data
Ruidong Wu, Yuan Yao, Xu Han et al.
Leveraging Dependency Forest for Neural Medical Relation Extraction
Linfeng Song, Yue Zhang, Daniel Gildea et al.
Using Customer Service Dialogues for Satisfaction Analysis with Context-Assisted Multiple Instance Learning
Kaisong Song, Lidong Bing, Wei Gao et al.