Shimei Pan

3.7k total citations · 1 hit paper
92 papers, 2.2k citations indexed

About

Shimei Pan is a scholar working on Artificial Intelligence, Information Systems and Sociology and Political Science. According to data from OpenAlex, Shimei Pan has authored 92 papers receiving a total of 2.2k indexed citations (citations by other indexed papers that have themselves been cited), including 69 papers in Artificial Intelligence, 16 papers in Information Systems and 14 papers in Sociology and Political Science. Recurrent topics in Shimei Pan's work include Topic Modeling (30 papers), Speech and dialogue systems (29 papers) and Natural Language Processing Techniques (24 papers). Shimei Pan is often cited by papers focused on Topic Modeling (30 papers), Speech and dialogue systems (29 papers) and Natural Language Processing Techniques (24 papers). Shimei Pan collaborates with scholars based in United States, China and Hong Kong. Shimei Pan's co-authors include Jianwu Wang, Lina Zhou, Athanasios V. Vasilakos, Michelle X. Zhou, Diane Litman, Shi‐Xia Liu, Weihong Qian, Kathleen McKeown, James R. Foulds and Yangqiu Song and has published in prestigious journals such as Neurocomputing, IEEE Transactions on Knowledge and Data Engineering and Philosophical Transactions of the Royal Society A Mathematical Physical and Engineering Sciences.

In The Last Decade

Shimei Pan

85 papers receiving 2.1k citations

Hit Papers

align trajectories

What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if it has ≥500 total citations, achieves ≥1.5× the top-1% citation threshold for papers in the same subfield and year (this is the minimum needed to enter the top 1%, not the average within it), or reaches the top citation threshold in at least one of its specific research topics.

Machine learning on big data: Opportunities and challenges

2017 726 citations Lina Zhou, Shimei Pan et al. Neurocomputing profile →

Peers

Shimei Pan

AI

CVPR

IS

SPS

SR

Ninghao Liu United States

Alessandro Bozzon Netherlands

Liang He China

Andrea Madotto Hong Kong

Mohammed Berrada Morocco

Amina Adadi Morocco

Xiang Zhang China

Trevor Cohn Australia

Enrico Bertini United States

Nataša Milić-Frayling United Kingdom

Ninghao Liu United States

Shimei Pan

1.4k ×1.1

AI

253 ×0.6

CVPR

365 ×1.0

IS

80 ×0.5

SPS

147 ×1.0

SR

Citations per year, relative to Shimei Pan Shimei Pan (= 1×) peers Ninghao Liu

Countries citing papers authored by Shimei Pan

Since Specialization

Citations

This map shows the geographic impact of Shimei Pan'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 Shimei Pan with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Shimei Pan more than expected).

Fields of papers citing papers by Shimei Pan

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Shimei Pan. 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 Shimei Pan. The network helps show where Shimei Pan may publish in the future.

Co-authorship network of co-authors of Shimei Pan

This figure shows the co-authorship network connecting the top 25 collaborators of Shimei Pan. A scholar is included among the top collaborators of Shimei Pan based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Shimei Pan. Shimei Pan is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

Sort: Min cites: Since: Top N: Style:

20 of 20 papers shown

1.

Islam, Rashidul, Shimei Pan, & James R. Foulds. (2024). Fair Inference for Discrete Latent Variable Models: An Intersectional Approach. 188–196.

2.

Islam, Rashidul, Kamrun Naher Keya, Shimei Pan, Anand D. Sarwate, & James R. Foulds. (2023). Differential Fairness: An Intersectional Framework for Fair AI. Entropy. 25(4). 660–660. 10 indexed citations

3.

Islam, Rashidul, et al.. (2023). When Biased Humans Meet Debiased AI: A Case Study in College Major Recommendation. ACM Transactions on Interactive Intelligent Systems. 13(3). 1–28. 1 indexed citations

4.

Pan, Shimei, et al.. (2021). Incorporating medical knowledge in BERT for clinical relation extraction. Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing. 5357–5366. 35 indexed citations

5.

Islam, Rashidul, et al.. (2021). Bias: Friend or Foe? User Acceptance of Gender Stereotypes in Automated Career Recommendations. arXiv (Cornell University). 2 indexed citations

6.

Pan, Shimei, et al.. (2020). Incorporating Extra Knowledge to Enhance Word Embedding. 4929–4935. 9 indexed citations

7.

McDonald, Nora & Shimei Pan. (2020). Intersectional AI. Proceedings of the ACM on Human-Computer Interaction. 4(CSCW2). 1–19. 25 indexed citations

8.

Pan, Shimei, et al.. (2020). Integrating Text Embedding with Traditional NLP Features for Clinical Relation Extraction. Maryland Shared Open Access Repository (USMAI Consortium). 418–425. 8 indexed citations

9.

Bickel, Warren K., et al.. (2019). Predicting delay discounting from heterogeneous social media data. Social Network Analysis and Mining. 9(1). 1 indexed citations

10.

Pan, Shimei, et al.. (2019). Towards the Automatic Assessment of Student Teamwork. 143–146. 3 indexed citations

11.

Zhou, Lina, Shimei Pan, Jianwu Wang, & Athanasios V. Vasilakos. (2017). Machine learning on big data: Opportunities and challenges. Neurocomputing. 237. 350–361. 726 indexed citations breakdown →

12.

Ding, Tao, Warren K. Bickel, & Shimei Pan. (2017). Multi-View Unsupervised User Feature Embedding for Social Media-based Substance Use Prediction. 2275–2284. 27 indexed citations

13.

Munteanu, Cosmin, Pourang Irani, Sharon Oviatt, et al.. (2016). Designing Speech and Multimodal Interactions for Mobile, Wearable, and Pervasive Applications. Edinburgh Research Explorer. 3612–3619. 9 indexed citations

14.

Pan, Shimei, Elijah Mayfield, Jie Lü, & Jennifer C. Lai. (2015). Signals of Expertise in Public and Enterprise Social Q&A. 670–673. 1 indexed citations

15.

Liu, Shi‐Xia, et al.. (2009). Interactive, topic-based visual text summarization and analysis. 543–552. 64 indexed citations

16.

Pan, Shimei & James Shaw. (2007). Natural Language Query Recommendation in Conversation Systems. Maryland Shared Open Access Repository (USMAI Consortium). 1701–1706.

17.

Litman, Diane & Shimei Pan. (2000). Predicting and Adapting to Poor Speech Recognition in a Spoken Dialogue System. National Conference on Artificial Intelligence. 722–728. 30 indexed citations

18.

Pan, Shimei & Julia Hirschberg. (2000). Modeling local context for pitch accent prediction. 233–240. 36 indexed citations

19.

Pan, Shimei & Kathleen McKeown. (1999). Word informativeness and automatic pitch accent modeling. Columbia Academic Commons (Columbia University). 43 indexed citations

20.

Pan, Shimei & Kathleen McKeown. (1996). Spoken language generation in a multimedia system. 4th International Conference on Spoken Language Processing (ICSLP 1996). 374–377. 3 indexed citations

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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