Shimei Pan

ORCID

Publication Activity (10 Years)

Years Active: 1992-2024
Publications (10 Years): 79

Top Venues

Publications

Rashidul Islam, Shimei Pan, James R. Foulds
Fair Inference for Discrete Latent Variable Models: An Intersectional Approach. GoodIT (2024)
Munshi Mahbubur Rahman, Shimei Pan, James R. Foulds
Towards A Unifying Human-Centered AI Fairness Framework. GoodIT (2024)
Tao Zhang, Ziqian Zeng, Yuxiang Xiao, Huiping Zhuang, Cen Chen, James Foulds, Shimei Pan
GenderAlign: An Alignment Dataset for Mitigating Gender Bias in Large Language Models. CoRR (2024)
Philip Feldman, James R. Foulds, Shimei Pan
RAGged Edges: The Double-Edged Sword of Retrieval-Augmented Chatbots. CoRR (2024)
Philip Feldman, Shimei Pan, James R. Foulds
The Keyword Explorer Suite: A Toolkit for Understanding Online Populations. IUI Companion (2023)
Philip Feldman, James R. Foulds, Shimei Pan
Trapping LLM Hallucinations Using Tagged Context Prompts. CoRR (2023)
Clarice Wang, Kathryn Wang, Andrew Bian, Rashidul Islam, Kamrun Naher Keya, James R. Foulds, Shimei Pan
When Biased Humans Meet Debiased AI: A Case Study in College Major Recommendation. ACM Trans. Interact. Intell. Syst. 13 (3) (2023)
Jun Deng, Ying Ding, Luke Achenie, Jinwei Liu, Shimei Pan, Sanjay Purushotham, Huanmei Wu, Qi Wang
International Workshop on Digital Twins for Smart Health. WWW (Companion Volume) (2023)
Philip Feldman, Shimei Pan, James R. Foulds
The Keyword Explorer Suite: A Toolkit for Understanding Online Populations. CoRR (2023)
Rashidul Islam, Kamrun Naher Keya, Shimei Pan, Anand D. Sarwate, James R. Foulds
Differential Fairness: An Intersectional Framework for Fair AI. Entropy 25 (4) (2023)
Fatema Hasan, Yulong Li, James R. Foulds, Shimei Pan, Bishwaranjan Bhattacharjee
Teach me with a Whisper: Enhancing Large Language Models for Analyzing Spoken Transcripts using Speech Embeddings. CoRR (2023)
Maryam Alomair, Shimei Pan, Lujie Karen Chen
Modeling Metacognitive and Cognitive Processes in Data Science Problem Solving (Student Abstract). AAAI (2023)
Richard Brath, Daniel A. Keim, Johannes Knittel, Shimei Pan, Pia Sommerauer, Hendrik Strobelt
The Role of Interactive Visualization in Explaining (Large) NLP Models: from Data to Inference. CoRR (2023)
Rashidul Islam, Shimei Pan, James R. Foulds
Fair Inference for Discrete Latent Variable Models. CoRR (2022)
Philip Feldman, Aaron Dant, James R. Foulds, Shimei Pan
Polling Latent Opinions: A Method for Computational Sociolinguistics Using Transformer Language Models. CoRR (2022)
Clarice Wang, Kathryn Wang, Andrew Bian, Rashidul Islam, Kamrun Naher Keya, James R. Foulds, Shimei Pan
Do Humans Prefer Debiased AI Algorithms? A Case Study in Career Recommendation. IUI (2022)
Isil Yakut Kilic, Shimei Pan
Incorporating LIWC in Neural Networks to Improve Human Trait and Behavior Analysis in Low Resource Scenarios. LREC (2022)
Shimei Pan, Miltos Alamaniotis
Editorial. Int. J. Artif. Intell. Tools 31 (7) (2022)
George J. Cancro, Shimei Pan, James R. Foulds
Tell Me Something That Will Help Me Trust You: A Survey of Trust Calibration in Human-Agent Interaction. CoRR (2022)
Fatema Hasan, Kevin S. Xu, James R. Foulds, Shimei Pan
Learning User Embeddings from Temporal Social Media Data: A Survey. CoRR (2021)
Arpita Roy, Shimei Pan
Incorporating medical knowledge in BERT for clinical relation extraction. EMNLP (1) (2021)
Rashidul Islam, Shimei Pan, James R. Foulds
Can We Obtain Fairness For Free? AIES (2021)
Rashidul Islam, Kamrun Naher Keya, Ziqian Zeng, Shimei Pan, James R. Foulds
Debiasing Career Recommendations with Neural Fair Collaborative Filtering. WWW (2021)
Shimei Pan, James R. Foulds
Letter from the Special Issue Editor. IEEE Data Eng. Bull. 44 (4) (2021)
Philip Feldman, Sim Tiwari, Charissa S. L. Cheah, James R. Foulds, Shimei Pan
Analyzing COVID-19 Tweets with Transformer-based Language Models. CoRR (2021)
Philip Feldman, Sim Tiwari, Charissa S. L. Cheah, James R. Foulds, Shimei Pan
Analyzing COVID-19 Tweets with Transformer-based Language Models. ICWSM Workshops (2021)
Kamrun Naher Keya, Rashidul Islam, Shimei Pan, Ian Stockwell, James R. Foulds
Equitable Allocation of Healthcare Resources with Fair Survival Models. SDM (2021)
Ziqian Zeng, Rashidul Islam, Kamrun Naher Keya, James R. Foulds, Yangqiu Song, Shimei Pan
Fair Representation Learning for Heterogeneous Information Networks. ICWSM (2021)
Clarice Wang, Kathryn Wang, Andrew Bian, Rashidul Islam, Kamrun Naher Keya, James R. Foulds, Shimei Pan
Bias: Friend or Foe? User Acceptance of Gender Stereotypes in Automated Career Recommendations. CoRR (2021)
Ziqian Zeng, Rashidul Islam, Kamrun Naher Keya, James R. Foulds, Yangqiu Song, Shimei Pan
Fair Representation Learning for Heterogeneous Information Networks. CoRR (2021)
James R. Foulds, Rashidul Islam, Kamrun Naher Keya, Shimei Pan
An Intersectional Definition of Fairness. ICDE (2020)
Rashidul Islam, Kamrun Naher Keya, Ziqian Zeng, Shimei Pan, James R. Foulds
Neural Fair Collaborative Filtering. CoRR (2020)
James R. Foulds, Shimei Pan
Letter from the Special Issue Editor. IEEE Data Eng. Bull. 43 (4) (2020)
James R. Foulds, Rashidul Islam, Kamrun Naher Keya, Shimei Pan
Bayesian Modeling of Intersectional Fairness: The Variance of Bias. SDM (2020)
Shimei Pan, Oliver Brdiczka, Andrea Kleinsmith, Yangqiu Song
Special Issue on Data-Driven Personality Modeling for Intelligent Human-Computer Interaction. ACM Trans. Interact. Intell. Syst. 10 (3) (2020)
Fatema Hasan, Arpita Roy, Shimei Pan
Integrating Text Embedding with Traditional NLP Features for Clinical Relation Extraction. ICTAI (2020)
James R. Foulds, Shimei Pan
Are Parity-Based Notions of AI Fairness Desirable? IEEE Data Eng. Bull. 43 (4) (2020)
Ketki V. Deshpande, Shimei Pan, James R. Foulds
Mitigating Demographic Bias in AI-based Resume Filtering. UMAP (Adjunct Publication) (2020)
Rohan Ahuja, Daniyal Khan, Danilo Symonette, Shimei Pan, Simon Stacey, Don Engel
Towards the Automatic Assessment of Student Teamwork. GROUP (Companion) (2020)
Kamrun Naher Keya, Rashidul Islam, Shimei Pan, Ian Stockwell, James R. Foulds
Equitable Allocation of Healthcare Resources with Fair Cox Models. CoRR (2020)
Rohan Ahuja, Daniyal Khan, Sara Tahir, Magdalene Wang, Danilo Symonette, Shimei Pan, Simon Stacey, Don Engel
Machine Learning and Student Performance in Teams. AIED (2) (2020)
Nora McDonald, Shimei Pan
Intersectional AI: A Study of How Information Science Students Think about Ethics and Their Impact. Proc. ACM Hum. Comput. Interact. 4 (CSCW2) (2020)
Tao Ding, Fatema Hasan, Warren K. Bickel, Shimei Pan
Building High Performance Explainable Machine Learning Models for Social Media-based Substance Use Prediction. Int. J. Artif. Intell. Tools 29 (03n04) (2020)
Guohou Shan, James R. Foulds, Shimei Pan
Causal Feature Selection with Dimension Reduction for Interpretable Text Classification. CoRR (2020)
Arpita Roy, Shimei Pan
Incorporating Extra Knowledge to Enhance Word Embedding. IJCAI (2020)
Arpita Roy, Youngja Park, Taesung Lee, Shimei Pan
Supervising Unsupervised Open Information Extraction Models. EMNLP/IJCNLP (1) (2019)
Tao Ding, Warren K. Bickel, Shimei Pan
Predicting delay discounting from heterogeneous social media data. Soc. Netw. Anal. Min. 9 (1) (2019)
Arpita Roy, Youngja Park, Shimei Pan
Incorporating Domain Knowledge in Learning Word Embedding. ICTAI (2019)
Shimei Pan, Tao Ding
Social Media-based User Embedding: A Literature Review. IJCAI (2019)
Arpita Roy, Youngja Park, Shimei Pan
Predicting Malware Attributes from Cybersecurity Texts. NAACL-HLT (1) (2019)
Shimei Pan, Tao Ding
Social Media-based User Embedding: A Literature Review. CoRR (2019)
James R. Foulds, Shimei Pan
An Intersectional Definition of Fairness. CoRR (2018)
James R. Foulds, Rashidul Islam, Kamrun Keya, Shimei Pan
Bayesian Modeling of Intersectional Fairness: The Variance of Bias. CoRR (2018)
Ankur Padia, Arpita Roy, Taneeya Satyapanich, Francis Ferraro, Shimei Pan, Youngja Park, Anupam Joshi, Tim Finin
UMBC at SemEval-2018 Task 8: Understanding Text about Malware. SemEval@NAACL-HLT (2018)
Tao Ding, Warren K. Bickel, Shimei Pan
Predicting Delay Discounting from Social Media Likes with Unsupervised Feature Learning. ASONAM (2018)
Tao Ding, Fatema Hasan, Warren K. Bickel, Shimei Pan
Interpreting Social Media-Based Substance Use Prediction Models with Knowledge Distillation. ICTAI (2018)
Shimei Pan, Tao Ding
Automatically Infer Human Traits and Behavior from Social Media Data. CoRR (2018)
Isil Doga Yakut Kiliç, Shimei Pan
Automated Domain Bias Correction and Its Application in Text-Based Personality Analysis. Int. J. Artif. Intell. Tools 26 (5) (2017)
Tao Ding, Warren K. Bickel, Shimei Pan
Social Media-based Substance Use Prediction. CoRR (2017)
Cosmin Munteanu, Pourang Irani, Sharon L. Oviatt, Matthew P. Aylett, Gerald Penn, Shimei Pan, Nikhil Sharma, Frank Rudzicz, Randy Gomez, Benjamin R. Cowan, Keisuke Nakamura
Designing Speech, Acoustic and Multimodal Interactions. CHI Extended Abstracts (2017)
Tao Ding, Warren K. Bickel, Shimei Pan
Multi-View Unsupervised User Feature Embedding for Social Media-based Substance Use Prediction. EMNLP (2017)
Arpita Roy, Anamika Paul, Hamed Pirsiavash, Shimei Pan
Automated Detection of Substance Use-Related Social Media Posts Based on Image and Text Analysis. ICTAI (2017)
Lina Zhou, Shimei Pan, Jianwu Wang, Athanasios V. Vasilakos
Machine learning on big data: Opportunities and challenges. Neurocomputing 237 (2017)
Tao Ding, Warren K. Bickel, Shimei Pan
\$1 Today or \$2 Tomorrow? The Answer is in Your Facebook Likes. CoRR (2017)
Arpita Roy, Youngja Park, Shimei Pan
Learning Domain-Specific Word Embeddings from Sparse Cybersecurity Texts. CoRR (2017)
Yi Yang, Shimei Pan, Yangqiu Song, Jie Lu, Mercan Topkara
Improving Topic Model Stability for Effective Document Exploration. IJCAI (2016)
Tao Ding, Arpita Roy, Zhiyuan Chen, Qian Zhu, Shimei Pan
Analyzing and retrieving illicit drug-related posts from social media. BIBM (2016)
Cosmin Munteanu, Pourang Irani, Sharon L. Oviatt, Matthew P. Aylett, Gerald Penn, Shimei Pan, Nikhil Sharma, Frank Rudzicz, Randy Gomez, Keisuke Nakamura, Kazuhiro Nakadai
Designing Speech and Multimodal Interactions for Mobile, Wearable, and Pervasive Applications. CHI Extended Abstracts (2016)
Yi Yang, Shimei Pan, Jie Lu, Mercan Topkara, Yangqiu Song
The Stability and Usability of Statistical Topic Models. ACM Trans. Interact. Intell. Syst. 6 (2) (2016)
Mengchen Liu, Shixia Liu, Xizhou Zhu, Qinying Liao, Furu Wei, Shimei Pan
An Uncertainty-Aware Approach for Exploratory Microblog Retrieval. IEEE Trans. Vis. Comput. Graph. 22 (1) (2016)
Shimei Pan, Oliver Brdiczka, Giuseppe Carenini, Duen Horng Chau, Per Ola Kristensson
What's Hot in Intelligent User Interfaces. AAAI (2016)
Isil Doga Yakut Kiliç, Shimei Pan
Cross-Domain Error Correction in Personality Prediction. ECAI (2016)
Isil Doga Yakut Kiliç, Shimei Pan
Analyzing and Preventing Bias in Text-Based Personal Trait Prediction Algorithms. ICTAI (2016)
Arpita Roy, Shimei Pan
Predicting Gene Functional Interactions with Semantic Word Embedding. ICTAI (2016)
Tao Ding, Shimei Pan
Personalized Emphasis Framing for Persuasive Message Generation. EMNLP (2016)
Anni Coden, W. Sabrina Lin, Keith Houck, Michael A. Tanenblatt, Jeff Boston, Julie MacNaught, Danny Soroker, Justin D. Weisz, Shimei Pan, Jui-Hsin Lai, Jie Lu, Steve Wood, Yinglong Xia, Ching-Yung Lin
Uncovering insider threats from the digital footprints of individuals. IBM J. Res. Dev. 60 (4) (2016)
Tao Ding, Shimei Pan
Personalized Emphasis Framing for Persuasive Message Generation. CoRR (2016)
Tao Ding, Shimei Pan
An Empirical Study of the Effectiveness of using Sentiment Analysis Tools for Opinion Mining. WEBIST (2) (2016)
Tao Ding, Shimei Pan
How Reliable Is Sentiment Analysis? A Multi-domain Empirical Investigation. WEBIST (Revised Selected Papers) (2016)
Yi Yang, Shimei Pan, Yangqiu Song, Jie Lu, Mercan Topkara
User-directed Non-Disruptive Topic Model Update for Effective Exploration of Dynamic Content. IUI (2015)
Ashwinkumar Ganesan, Kianté Brantley, Shimei Pan, Jian Chen
LDAExplore: Visualizing Topic Models Generated Using Latent Dirichlet Allocation. CoRR (2015)
Shimei Pan, Elijah Mayfield, Jie Lu, Jennifer C. Lai
Signals of Expertise in Public and Enterprise Social Q&A. ICWSM (2015)
Chao Yang, Shimei Pan, Jalal Mahmud, Huahai Yang, Padmini Srinivasan
Using Personal Traits For Brand Preference Prediction. EMNLP (2015)
Mengchen Liu, Shixia Liu, Xizhou Zhu, Qinying Liao, Furu Wei, Shimei Pan
An Uncertainty-Aware Approach for Exploratory Microblog Retrieval. CoRR (2015)
Shimei Pan, Mercan Topkara, Jeff Boston, Steve Wood, Jennifer C. Lai
Making Enterprise Recorded Meetings Easy to Discover and Share. Int. J. Multim. Data Eng. Manag. 6 (2) (2015)
Shimei Pan, Mercan Topkara, Steve Wood, Jeff Boston, Jennifer C. Lai
Composite Search for Distributed Multimedia Recorded Meetings. ISM (2014)
Jennifer C. Lai, Jie Lu, Shimei Pan, Danny Soroker, Mercan Topkara, Justin D. Weisz, Jeff Boston, Jason Crawford
Expediting expertise: supporting informal social learning in the enterprise. IUI (2014)
Mercan Topkara, Justin D. Weisz, Shimei Pan, Jie Lu, Jennifer C. Lai
Dare to Compare: Motivating Expertise Building in the Enterprise through Intelligent User Modeling Interfaces. DUBMOD@CIKM (2014)
Shimei Pan, Michelle X. Zhou
PPLUM: A Framework for Large-Scale Personal Persuasion. DUBMOD@CIKM (2014)
Yangqiu Song, Shimei Pan, Shixia Liu, Furu Wei, Michelle X. Zhou, Weihong Qian
Constrained Text Coclustering with Supervised and Unsupervised Constraints. IEEE Trans. Knowl. Data Eng. 25 (6) (2013)
Shimei Pan, Michelle X. Zhou, Yangqiu Song, Weihong Qian, Fei Wang, Shixia Liu
Optimizing temporal topic segmentation for intelligent text visualization. IUI (2013)
Jie Lu, Zhen Wen, Shimei Pan, Jennifer C. Lai
EPIC: a multi-tiered approach to enterprise email prioritization. IUI (2012)
Mukesh Nathan, Mercan Topkara, Jennifer C. Lai, Shimei Pan, Steve Wood, Jeff Boston, Loren G. Terveen
In case you missed it: benefits of attendee-shared annotations for non-attendees of remote meetings. CSCW (2012)
Shixia Liu, Michelle X. Zhou, Shimei Pan, Yangqiu Song, Weihong Qian, Weijia Cai, Xiaoxiao Lian
TIARA: Interactive, Topic-Based Visual Text Summarization and Analysis. ACM Trans. Intell. Syst. Technol. 3 (2) (2012)
Dongxu Duan, Weihong Qian, Shimei Pan, Lei Shi, Chuang Lin
VISA: a visual sentiment analysis system. VINCI (2012)
Mercan Topkara, Shimei Pan, Jennifer C. Lai, Ahmet Dirik, Steve Wood, Jeff Boston
"You've got video": increasing clickthrough when sharing enterprise video with email. CHI (2012)
Jie Lu, Zhen Wen, Shimei Pan, Jennifer C. Lai
Analytic Trails: Supporting Provenance, Collaboration, and Reuse for Visual Data Analysis by Business Users. INTERACT (4) (2011)
Qinying Liao, Shimei Pan, Jennifer C. Lai, Chang Yang
Enterprise blogging in a global context: comparing Chinese and American practices. CSCW (2011)
Jie Lu, Shimei Pan, Jennifer C. Lai, Zhen Wen
Information at your fingertips: contextual IR in enterprise email. IUI (2011)
Yangqiu Song, Shimei Pan, Shixia Liu, Furu Wei, Michelle X. Zhou, Weihong Qian
Constrained Coclustering for Textual Documents. AAAI (2010)

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Publication Activity (10 Years)

Top Topics

Top Venues

Shimei Pan