Sotabase

Career

· PhD in Computer Science, Columbia University
· Research Scientist, IBM Watson Research Center
· Associate Professor, Information Systems, University of Maryland, Baltimore County (UMBC)

Publications (135)

Machine learning on big data: Opportunities and challenges
Neurocomputing · 2017
991
cited
An Intersectional Definition of Fairness
IEEE International Conference on Data Engineering · 2018
217
cited
TIARA: Interactive, Topic-Based Visual Text Summarization and Analysis
TIST · 2012
196
cited
Designing and Evaluating an Adaptive Spoken Dialogue System
User modeling and user-adapted interaction · 2002
171
cited
Interactive, topic-based visual text summarization and analysis
International Conference on Information and Knowledge Management · 2009
113
cited
Empirically Evaluating an Adaptable Spoken Dialogue System
arXiv.org · 1999
83
cited
Topic and keyword re-ranking for LDA-based topic modeling
International Conference on Information and Knowledge Management · 2009
81
cited
Please provide feedback Please support the ScholarWorks@UMBC repository by emailing
75
cited
Incorporating medical knowledge in BERT for clinical relation extraction
Conference on Empirical Methods in Natural Language Processing · 2021
74
cited
Mitigating Demographic Bias in AI-based Resume Filtering
User Modeling, Adaptation, and Personalization · 2020
71
cited
Evaluating Response Strategies in a Web-Based Spoken Dialogue Agent
Annual Meeting of the Association for Computational Linguistics · 1998
69
cited
Negotiation for automated generation of temporal multimedia presentations
MULTIMEDIA '96 · 1997
68
cited
Word Informativeness and Automatic Pitch Accent Modeling
Conference on Empirical Methods in Natural Language Processing · 1999
68
cited
An Uncertainty-Aware Approach for Exploratory Microblog Retrieval
IEEE Transactions on Visualization and Computer Graphics · 2015
61
cited
Modeling Local Context for Pitch Accent Prediction
Annual Meeting of the Association for Computational Linguistics · 2000
61
cited
Language Generation for Multimedia Healthcare Briefings
Applied Natural Language Processing Conference · 1997
57
cited
Trapping LLM Hallucinations Using Tagged Context Prompts
arXiv.org · 2023
55
cited
Predicting and Adapting to Poor Speech Recognition in a Spoken Dialogue System
AAAI/IAAI · 2000
54
cited
Fair Representation Learning for Heterogeneous Information Networks
International Conference on Web and Social Media · 2021
50
cited
Bayesian Modeling of Intersectional Fairness: The Variance of Bias
SDM · 2018
43
cited
Sotabase
Shimei Pan | Researcher Profile | Sotabase | Sotabase