961 citations
- Nankai UniversityCN47 papers
- Chinese Academy of SciencesCN23 papers
- Tsinghua UniversityCN21 papers
- Nanyang Technological UniversitySG16 papers
- University of Science and Technology of ChinaCN14 papers
- Centre National de la Recherche ScientifiqueFR13 papers
- Hong Kong Polytechnic UniversityHK11 papers
- Peking UniversityCN10 papers
- City University of Hong KongHK9 papers
- Harbin Institute of TechnologyCN9 papers
- National Astronomical ObservatoriesCN8 papers
- National University of SingaporeSG8 papers
13 papers · 1 filter
A Span-Based Model for Joint Overlapped and Discontinuous Named Entity Recognition
Fei Li, Zhichao Lin, Meishan Zhang +1
Research on overlapped and discontinuous named entity recognition (NER) has received increasing attention. The majority of previous work focuses on either overlapped or discontinuo…
Enhanced Aspect-Based Sentiment Analysis Models with Progressive Self-supervised Attention Learning
Jinsong Su, Jialong Tang, Hui Jiang +6
In aspect-based sentiment analysis (ABSA), many neural models are equipped with an attention mechanism to quantify the contribution of each context word to sentiment prediction. Ho…
End-to-end Semantic Role Labeling with Neural Transition-based Model
Hao Fei, Meishan Zhang, Bobo Li +1
End-to-end semantic role labeling (SRL) has been received increasing interest. It performs the two subtasks of SRL: predicate identification and argument role labeling, jointly. Re…
Modeling Homophone Noise for Robust Neural Machine Translation
Wenjie Qin, Xiang Li, Yuhui Sun +3
In this paper, we propose a robust neural machine translation (NMT) framework. The framework consists of a homophone noise detector and a syllable-aware NMT model to homophone erro…
A Survey of Syntactic-Semantic Parsing Based on Constituent and Dependency Structures
Meishan Zhang
Syntactic and semantic parsing has been investigated for decades, which is one primary topic in the natural language processing community. This article aims for a brief survey on t…
DRTS Parsing with Structure-Aware Encoding and Decoding
Qiankun Fu, Yue Zhang, Jiangming Liu +1
Discourse representation tree structure (DRTS) parsing is a novel semantic parsing task which has been concerned most recently. State-of-the-art performance can be achieved by a ne…