Xin Sun

An innovative random forest-based nonlinear ensemble paradigm of improved feature extraction and deep learning for carbon price forecasting

Jujie Wang, Xin Sun, Qian Cheng et al. · The Science of The Total Environment · 2020 · 187 citations

Forecasting Methodology, Improved Feature Extraction, Machine Learning +14

Asian stock markets closing index forecast based on secondary decomposition, multi-factor analysis and attention-based LSTM model

Jujie Wang, Quan Cui, Xin Sun et al. · Engineering Applications of Artificial Intelligence · 2022 · 81 citations

Index Forecast, Asian Stock Markets, Forecasting Methodology +8

Syntax-Aware Graph Attention Network for Aspect-Level Sentiment Classification

Lianzhe Huang, Xin Sun, Sujian Li et al. · 2020 · 71 citations · Full text

Semantic Role Labeling, Engineering, Aspect Terms +16

Are Noisy Sentences Useless for Distant Supervised Relation Extraction?

Yu-Ming Shang, Heyan Huang, Xian-Ling Mao et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2020 · 37 citations · Full text

Structured Prediction, Engineering, Machine Learning +18

Instantaneous Grammatical Error Correction with Shallow Aggressive Decoding

Xin Sun, Tao Ge, Furu Wei et al. · 2021 · 31 citations · Full text

Syntactic Parsing, Engineering, Language Processing +17