Nan Yang

8.1k citations

118 papers · 3.6k · 2 hit papers · h-index 27

Impact in

Artificial Intelligence top 0.5%
- Topic Modeling
- Natural Language Processing Techniques
- Advanced Text Analysis Techniques
- Sentiment Analysis and Opinion Mining
- Text and Document Classification Technologies
Computer Vision and Pattern Recognition top 2%
- Multimodal Machine Learning Applications

Papers in

Electrical and Electronic Engineering 47
- Smart Grid Energy Management 18
- Electric Power System Optimization 17
- Optimal Power Flow Distribution 11
- Energy Load and Power Forecasting 9
Artificial Intelligence 46
- Topic Modeling 28
- Natural Language Processing Techniques 23

Co-authors: Ming Zhou (14 shared papers)Furu Wei (17 shared papers)Duyu Tang (3 shared papers)Ting Liu (2 shared papers)Bing Qin (2 shared papers)Qingyu Zhou (5 shared papers)Baobao Chang (1 shared paper)Wenhui Wang (1 shared paper)
Journals: International Journal of Electrical Power & Energy Systems (4 papers)IET Generation Transmission & Distribution (4 papers)Frontiers in Energy Research (3 papers)IEEE/ACM Transactions on Audio Speech and Language Processing (3 papers)Energy (3 papers)
Partner nations: China United States United Kingdom

In The Last Decade

Nan Yang

107 papers receiving 3.4k citations

Nan Yang's Hit Papers

align trajectories log scale

Gated Self-Matching Networks for Reading Comprehension and Question Answering 2017 · 360 citations

What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if any of the following hold:

it has ≥500 total citations;
it reaches ≥1.5× the top-1% citation threshold for papers in the same subfield and year (the threshold is the minimum needed to enter the top 1%, not the average within it);
it reaches the top citation threshold in at least one of its specific research topics.

2017 Gated Self-Matching Networks for Reading Comprehension and Question Answering
2014 Learning Sentiment-Specific Word Embedding for Twitter Sentiment Classification

Peers

Countries citing papers authored by Nan Yang

Since Specialization

Citations

This map shows the geographic impact of Nan Yang's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Nan Yang with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Nan Yang more than expected).

Fields of papers citing papers by Nan Yang

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Nan Yang. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Nan Yang. The network helps show where Nan Yang may publish in the future.

Co-authors

The 25 scholars most cited alongside Nan Yang, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.

Border = papers with Nan Yang Line = papers co-authored together Nan Yang links everyone, so they are left out of the graph.

All Works

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20 of 20 papers shown

Showing the 20 most-cited of 118 papers — load more, or switch the sort, to bring in the rest.

#	Work
1	Learning Sentiment-Specific Word Embedding for Twitter Sentiment Classification Duyu Tang, Furu Wei, Nan Yang, Ming Zhou, Ting Liu, Bing Qin Hit paper breakdown →	2014	785
2	Gated Self-Matching Networks for Reading Comprehension and Question Answering Wenhui Wang, Nan Yang, Furu Wei, Baobao Chang, Ming Zhou Hit paper breakdown →	2017	360
3	Sentiment Embeddings with Applications to Sentiment Analysis IEEE Transactions on Knowledge and Data Engineering ·Duyu Tang, Furu Wei, Bing Qin, Nan Yang, Ting Liu, Ming Zhou	2015	212
4	Neural Document Summarization by Jointly Learning to Score and Select Sentences Qingyu Zhou, Nan Yang, Furu Wei, Shaohan Huang, Ming Zhou, Tiejun Zhao	2018	207
5	Selective Encoding for Abstractive Sentence Summarization arXiv (Cornell University) ·Qingyu Zhou, Nan Yang, Furu Wei, Ming Zhou	2017	174
6	InfoXLM: An Information-Theoretic Framework for Cross-Lingual Language Model Pre-Training Zewen Chi, Li Dong, Furu Wei, Nan Yang, Saksham Singhal, Wenhui Wang, (unknown), Xian-Ling Mao, Heyan Huang, Ming Zhou	2021	151
7	A Recursive Recurrent Neural Network for Statistical Machine Translation Shujie Liu, Nan Yang, Mu Li, Ming Zhou	2014	110
8	Intelligent Data-Driven Decision-Making Method for Dynamic Multisequence: An E-Seq2Seq-Based SCUC Expert System IEEE Transactions on Industrial Informatics ·Nan Yang, Cong Yang, Lei Wu, Xun Shen, Junjie Jia, Zhengmao Li, Daojun Chen, Binxin Zhu, Songkai Liu	2021	102
9	Modeling mention, context and entity with neural networks for entity disambiguation Yaming Sun, Lei Lin, Duyu Tang, Nan Yang, Zhenzhou Ji, Xiaolong Wang	2015	91
10	Read + Verify: Machine Reading Comprehension with Unanswerable Questions Proceedings of the AAAI Conference on Artificial Intelligence ·Minghao Hu, Furu Wei, Yuxing Peng, Zhen Huang, Nan Yang, Dongsheng Li	2019	77
11	A multi-agent game based joint planning approach for electricity-gas integrated energy systems considering wind power uncertainty Electric Power Systems Research ·Nan Yang, Tao Qin, Lei Wu, Yu Huang, Yuehua Huang, Chao Xing, Lei Zhang, Binxin Zhu	2021	70
12	Deep learning‐based SCUC decision‐making: An intelligent data‐driven approach with self‐learning capabilities IET Generation Transmission & Distribution ·Nan Yang, Cong Yang, Chao Xing, Di Ye, Junjie Jia, Daojun Chen, Xun Shen, Yuehua Huang, Lei Zhang, Binxin Zhu	2021	66
13	Sequence-to-Dependency Neural Machine Translation Shuangzhi Wu, Dongdong Zhang, Nan Yang, Mu Li, Ming Zhou	2017	55
14	Learning to Denoise Unreliable Interactions for Graph Collaborative Filtering Proceedings of the 45th International ACM SIGIR Conference on Research and Development in Information Retrieval ·Changxin Tian, Yuexiang Xie, Yaliang Li, Nan Yang, Wayne Xin Zhao	2022	55
15	Research on modelling and solution of stochastic SCUC under AC power flow constraints IET Generation Transmission & Distribution ·Nan Yang, Di Ye, Zhou Zheng, Cui Jiazhan, (unknown), (unknown)	2018	51
16	Sample-Based Neural Approximation Approach for Probabilistic Constrained Programs IEEE Transactions on Neural Networks and Learning Systems ·Xun Shen, Tinghui Ouyang, Nan Yang, Jiancang Zhuang	2021	46
17	Dependency-to-Dependency Neural Machine Translation IEEE/ACM Transactions on Audio Speech and Language Processing ·Shuangzhi Wu, Dongdong Zhang, Zhirui Zhang, Nan Yang, Mu Li, Ming Zhou	2018	45
18	Data Poisoning Attack against Recommender System Using Incomplete and Perturbed Data Hengtong Zhang, Changxin Tian, Yaliang Li, Lü Su, Nan Yang, Wayne Xin Zhao, Jing Gao	2021	38
19	Word Alignment Modeling with Context Dependent Deep Neural Network Nan Yang, Shujie Liu, Mu Li, Ming Zhou, Nenghai Yu	2013	37
20	Adaptive Nonparametric Kernel Density Estimation Approach for Joint Probability Density Function Modeling of Multiple Wind Farms Energies ·Nan Yang, Yu Huang, Dengxu Hou, Songkai Liu, Di Ye, Bangtian Dong, Youping Fan	2019	36

About Nan Yang

Nan Yang is a scholar working on Electrical and Electronic Engineering, Artificial Intelligence, Control and Systems Engineering, Information Systems and Computer Vision and Pattern Recognition, having authored 118 papers that have together received 3.6k indexed citations. Recurring topics across this work include Topic Modeling (28 papers), Natural Language Processing Techniques (23 papers), Smart Grid Energy Management (18 papers), Electric Power System Optimization (17 papers), Optimal Power Flow Distribution (11 papers), Microgrid Control and Optimization (9 papers), Multimodal Machine Learning Applications (9 papers) and Energy Load and Power Forecasting (9 papers). The work is most often cited by research in Artificial Intelligence (2.5k citations), Computer Vision and Pattern Recognition (509 citations), Energy Engineering and Power Technology (66 citations), Information Systems (440 citations) and Control and Systems Engineering (320 citations). Nan Yang has collaborated with scholars based in China, United States and United Kingdom. Frequent co-authors include Ming Zhou, Furu Wei, Duyu Tang, Ting Liu, Bing Qin, Qingyu Zhou, Baobao Chang, Wenhui Wang, Mu Li and Shaohan Huang. Their work appears in journals such as International Journal of Electrical Power & Energy Systems, IET Generation Transmission & Distribution, Frontiers in Energy Research, IEEE/ACM Transactions on Audio Speech and Language Processing and Energy.

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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About Nan Yang

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