Papers
Improving Multimodal Named Entity Recognition via Entity Span Detection with Unified Multimodal Transformer
Jianfei Yu, Jing Jiang, Li Yang et al.
Dynamic Online Conversation Recommendation
Xingshan Zeng, Jing Li, Lu Wang et al.
Structure-Level Knowledge Distillation For Multilingual Sequence Labeling
Xinyu Wang, Yong Jiang, Nguyen Bach et al.
Representations of Syntax [MASK] Useful: Effects of Constituency and Dependency Structure in Recursive LSTMs
Michael Lepori, Tal Linzen, R. Thomas McCoy
Efficient Second-Order TreeCRF for Neural Dependency Parsing
Yu Zhang, Zhenghua Li, Min Zhang
Efficient Constituency Parsing by Pointing
Thanh-Tung Nguyen, Xuan-Phi Nguyen, Shafiq Joty et al.
An Empirical Comparison of Unsupervised Constituency Parsing Methods
Jun Li, Yifan Cao, Jiong Cai et al.
A Span-based Linearization for Constituent Trees
Yang Wei, Yuanbin Wu, Man Lan
Towards Better Non-Tree Argument Mining: Proposition-Level Biaffine Parsing with Task-Specific Parameterization
Gaku Morio, Hiroaki Ozaki, Terufumi Morishita et al.
Syntax-Aware Opinion Role Labeling with Dependency Graph Convolutional Networks
Bo Zhang, Yue Zhang, Rui Wang et al.
SpanMlt: A Span-based Multi-Task Learning Framework for Pair-wise Aspect and Opinion Terms Extraction
He Zhao, Longtao Huang, Rong Zhang et al.
Relational Graph Attention Network for Aspect-based Sentiment Analysis
Kai Wang, Weizhou Shen, Yunyi Yang et al.
Parallel Data Augmentation for Formality Style Transfer
Yi Zhang, Tao Ge, Xu Sun
Modelling Context and Syntactical Features for Aspect-based Sentiment Analysis
Minh Hieu Phan, Philip O. Ogunbona
KinGDOM: Knowledge-Guided DOMain Adaptation for Sentiment Analysis
Deepanway Ghosal, Devamanyu Hazarika, Abhinaba Roy et al.
Enhancing Cross-target Stance Detection with Transferable Semantic-Emotion Knowledge
Bowen Zhang, Min Yang, Xutao Li et al.
Embarrassingly Simple Unsupervised Aspect Extraction
Stéphan Tulkens, Andreas van Cranenburgh
Effective Inter-Clause Modeling for End-to-End Emotion-Cause Pair Extraction
Penghui Wei, Jiahao Zhao, Wenji Mao
ECPE-2D: Emotion-Cause Pair Extraction based on Joint Two-Dimensional Representation, Interaction and Prediction
Zixiang Ding, Rui Xia, Jianfei Yu
Analyzing the Persuasive Effect of Style in News Editorial Argumentation
Roxanne El Baff, Henning Wachsmuth, Khalid Al Khatib et al.
Towards Interpretable Clinical Diagnosis with Bayesian Network Ensembles Stacked on Entity-Aware CNNs
Jun Chen, Xiaoya Dai, Quan Yuan et al.
MOOCCube: A Large-scale Data Repository for NLP Applications in MOOCs
Jifan Yu, Gan Luo, Tong Xiao et al.
Improving Segmentation for Technical Support Problems
Kushal Chauhan, Abhirut Gupta
Hyperbolic Capsule Networks for Multi-Label Classification
Boli Chen, Xin Huang, Lin Xiao et al.
HyperCore: Hyperbolic and Co-graph Representation for Automatic ICD Coding
Pengfei Cao, Yubo Chen, Kang Liu et al.