Papers
Correlation Coefficients and Semantic Textual Similarity
Vitalii Zhelezniak, Aleksandar Savkov, April Shen et al.
Integration of Knowledge Graph Embedding Into Topic Modeling with Hierarchical Dirichlet Process
Dingcheng Li, Siamak Zamani, Jingyuan Zhang et al.
Better Word Embeddings by Disentangling Contextual n-Gram Information
Prakhar Gupta, Matteo Pagliardini, Martin Jaggi
A Systematic Study of Leveraging Subword Information for Learning Word Representations
Yi Zhu, Ivan Vulić, Anna Korhonen
The problem with probabilistic DAG automata for semantic graphs
Ieva Vasiljeva, Sorcha Gilroy, Adam Lopez
Recovering dropped pronouns in Chinese conversations via modeling their referents
Jingxuan Yang, Jianzhuo Tong, Si Li et al.
Unsupervised Deep Structured Semantic Models for Commonsense Reasoning
Shuohang Wang, Sheng Zhang, Yelong Shen et al.
Incorporating Context and External Knowledge for Pronoun Coreference Resolution
Hongming Zhang, Yan Song, Yangqiu Song
Courteously Yours: Inducing courteous behavior in Customer Care responses using Reinforced Pointer Generator Network
Hitesh Golchha, Mauajama Firdaus, Asif Ekbal et al.
Improved Lexically Constrained Decoding for Translation and Monolingual Rewriting
J. Edward Hu, Huda Khayrallah, Ryan Culkin et al.
PoMo: Generating Entity-Specific Post-Modifiers in Context
Jun Seok Kang, Robert Logan, Zewei Chu et al.
Adversarial Decomposition of Text Representation
Alexey Romanov, Anna Rumshisky, Anna Rogers et al.
Description-Based Zero-shot Fine-Grained Entity Typing
Rasha Obeidat, Xiaoli Fern, Hamed Shahbazi et al.
Sentence Embedding Alignment for Lifelong Relation Extraction
Hong Wang, Wenhan Xiong, Mo Yu et al.
Improving Event Coreference Resolution by Learning Argument Compatibility from Unlabeled Data
Yin Jou Huang, Jing Lu, Sadao Kurohashi et al.
Imposing Label-Relational Inductive Bias for Extremely Fine-Grained Entity Typing
Wenhan Xiong, Jiawei Wu, Deren Lei et al.
OpenKI: Integrating Open Information Extraction and Knowledge Bases with Relation Inference
Dongxu Zhang, Subhabrata Mukherjee, Colin Lockard et al.
GraphIE: A Graph-Based Framework for Information Extraction
Yujie Qian, Enrico Santus, Zhijing Jin et al.
Sub-event detection from twitter streams as a sequence labeling problem
Giannis Bekoulis, Johannes Deleu, Thomas Demeester et al.
Event Detection without Triggers
Shulin Liu, Yang Li, Feng Zhang et al.
Better Modeling of Incomplete Annotations for Named Entity Recognition
Zhanming Jie, Pengjun Xie, Wei Lu et al.
Pooled Contextualized Embeddings for Named Entity Recognition
Alan Akbik, Tanja Bergmann, Roland Vollgraf
Viable Dependency Parsing as Sequence Labeling
Michalina Strzyz, David Vilares, Carlos Gómez-Rodríguez
Left-to-Right Dependency Parsing with Pointer Networks
Daniel Fernández-González, Carlos Gómez-Rodríguez