Papers
Single-/Multi-Source Cross-Lingual NER via Teacher-Student Learning on Unlabeled Data in Target Language
Qianhui Wu, Zijia Lin, Börje F. Karlsson et al.
Representation Learning for Information Extraction from Form-like Documents
Bodhisattwa Prasad Majumder, Navneet Potti, Sandeep Tata et al.
Relation Extraction with Explanation
Hamed Shahbazi, Xiaoli Fern, Reza Ghaeini et al.
Neighborhood Matching Network for Entity Alignment
Yuting Wu, Xiao Liu, Yansong Feng et al.
Named Entity Recognition as Dependency Parsing
Juntao Yu, Bernd Bohnet, Massimo Poesio
MIE: A Medical Information Extractor towards Medical Dialogues
Yuanzhe Zhang, Zhongtao Jiang, Tao Zhang et al.
Instance-Based Learning of Span Representations: A Case Study through Named Entity Recognition
Hiroki Ouchi, Jun Suzuki, Sosuke Kobayashi et al.
Handling Rare Entities for Neural Sequence Labeling
Yangming Li, Han Li, Kaisheng Yao et al.
Continual Relation Learning via Episodic Memory Activation and Reconsolidation
Xu Han, Yi Dai, Tianyu Gao et al.
Connecting Embeddings for Knowledge Graph Entity Typing
Yu Zhao, Anxiang Zhang, Ruobing Xie et al.
Bipartite Flat-Graph Network for Nested Named Entity Recognition
Ying Luo, Hai Zhao
A Top-down Neural Architecture towards Text-level Parsing of Discourse Rhetorical Structure
Longyin Zhang, Yuqing Xing, Fang Kong et al.
Speaker Sensitive Response Evaluation Model
JinYeong Bak, Alice Oh
SAS: Dialogue State Tracking via Slot Attention and Slot Information Sharing
Jiaying Hu, Yan Yang, Chencai Chen et al.
Learning Efficient Dialogue Policy from Demonstrations through Shaping
Huimin Wang, Baolin Peng, Kam-Fai Wong
Dynamic Fusion Network for Multi-Domain End-to-end Task-Oriented Dialog
Libo Qin, Xiao Xu, Wanxiang Che et al.
Data Manipulation: Towards Effective Instance Learning for Neural Dialogue Generation via Learning to Augment and Reweight
Hengyi Cai, Hongshen Chen, Yonghao Song et al.
[RETRACTED] A Contextual Hierarchical Attention Network with Adaptive Objective for Dialogue State Tracking
Yong Shan, Zekang Li, Jinchao Zhang et al.
To Boldly Query What No One Has Annotated Before? The Frontiers of Corpus Querying
Markus Gärtner, Kerstin Jung
The State and Fate of Linguistic Diversity and Inclusion in the NLP World
Pratik Joshi, Sebastin Santy, Amar Budhiraja et al.
Language (Re)modelling: Towards Embodied Language Understanding
Ronen Tamari, Chen Shani, Tom Hope et al.
Are we Estimating or Guesstimating Translation Quality?
Shuo Sun, Francisco Guzmán, Lucia Specia
Tetra-Tagging: Word-Synchronous Parsing with Linear-Time Inference
Nikita Kitaev, Dan Klein