Shimei Pan

Orcid: 0000-0002-5989-8543

Affiliations:
  • University of Maryland Baltimore County, Baltimore, MD, USA
  • Columbia University, New York City, USA (former)


According to our database1, Shimei Pan authored at least 122 papers between 1992 and 2024.

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Bibliography

2024
GenderAlign: An Alignment Dataset for Mitigating Gender Bias in Large Language Models.
CoRR, 2024

RAGged Edges: The Double-Edged Sword of Retrieval-Augmented Chatbots.
CoRR, 2024

Towards A Unifying Human-Centered AI Fairness Framework.
Proceedings of the 2024 International Conference on Information Technology for Social Good, 2024

Fair Inference for Discrete Latent Variable Models: An Intersectional Approach.
Proceedings of the 2024 International Conference on Information Technology for Social Good, 2024

2023
When Biased Humans Meet Debiased AI: A Case Study in College Major Recommendation.
ACM Trans. Interact. Intell. Syst., September, 2023

Differential Fairness: An Intersectional Framework for Fair AI.
Entropy, April, 2023

Teach me with a Whisper: Enhancing Large Language Models for Analyzing Spoken Transcripts using Speech Embeddings.
CoRR, 2023

Trapping LLM Hallucinations Using Tagged Context Prompts.
CoRR, 2023

The Role of Interactive Visualization in Explaining (Large) NLP Models: from Data to Inference.
CoRR, 2023

International Workshop on Digital Twins for Smart Health.
Proceedings of the Companion Proceedings of the ACM Web Conference 2023, 2023

The Keyword Explorer Suite: A Toolkit for Understanding Online Populations.
Proceedings of the Companion Proceedings of the 28th International Conference on Intelligent User Interfaces, 2023

Modeling Metacognitive and Cognitive Processes in Data Science Problem Solving (Student Abstract).
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022
Editorial.
Int. J. Artif. Intell. Tools, 2022

Fair Inference for Discrete Latent Variable Models.
CoRR, 2022

Tell Me Something That Will Help Me Trust You: A Survey of Trust Calibration in Human-Agent Interaction.
CoRR, 2022

Polling Latent Opinions: A Method for Computational Sociolinguistics Using Transformer Language Models.
CoRR, 2022

Incorporating LIWC in Neural Networks to Improve Human Trait and Behavior Analysis in Low Resource Scenarios.
Proceedings of the Thirteenth Language Resources and Evaluation Conference, 2022

Do Humans Prefer Debiased AI Algorithms? A Case Study in Career Recommendation.
Proceedings of the IUI 2022: 27th International Conference on Intelligent User Interfaces, Helsinki, Finland, March 22, 2022

2021
Letter from the Special Issue Editor.
IEEE Data Eng. Bull., 2021

Bias: Friend or Foe? User Acceptance of Gender Stereotypes in Automated Career Recommendations.
CoRR, 2021

Learning User Embeddings from Temporal Social Media Data: A Survey.
CoRR, 2021

Debiasing Career Recommendations with Neural Fair Collaborative Filtering.
Proceedings of the WWW '21: The Web Conference 2021, 2021

Equitable Allocation of Healthcare Resources with Fair Survival Models.
Proceedings of the 2021 SIAM International Conference on Data Mining, 2021

Fair Representation Learning for Heterogeneous Information Networks.
Proceedings of the Fifteenth International AAAI Conference on Web and Social Media, 2021

Analyzing COVID-19 Tweets with Transformer-based Language Models.
Proceedings of the Workshop Proceedings of the 15th International AAAI Conference on Web and Social Media, 2021

Incorporating medical knowledge in BERT for clinical relation extraction.
Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

Can We Obtain Fairness For Free?
Proceedings of the AIES '21: AAAI/ACM Conference on AI, 2021

2020
Special Issue on Data-Driven Personality Modeling for Intelligent Human-Computer Interaction.
ACM Trans. Interact. Intell. Syst., 2020

Intersectional AI: A Study of How Information Science Students Think about Ethics and Their Impact.
Proc. ACM Hum. Comput. Interact., 2020

Building High Performance Explainable Machine Learning Models for Social Media-based Substance Use Prediction.
Int. J. Artif. Intell. Tools, 2020

Are Parity-Based Notions of AI Fairness Desirable?
IEEE Data Eng. Bull., 2020

Equitable Allocation of Healthcare Resources with Fair Cox Models.
CoRR, 2020

Causal Feature Selection with Dimension Reduction for Interpretable Text Classification.
CoRR, 2020

Neural Fair Collaborative Filtering.
CoRR, 2020

Mitigating Demographic Bias in AI-based Resume Filtering.
Proceedings of the Adjunct Publication of the 28th ACM Conference on User Modeling, 2020

Bayesian Modeling of Intersectional Fairness: The Variance of Bias.
Proceedings of the 2020 SIAM International Conference on Data Mining, 2020

Incorporating Extra Knowledge to Enhance Word Embedding.
Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

Integrating Text Embedding with Traditional NLP Features for Clinical Relation Extraction.
Proceedings of the 32nd IEEE International Conference on Tools with Artificial Intelligence, 2020

An Intersectional Definition of Fairness.
Proceedings of the 36th IEEE International Conference on Data Engineering, 2020

Towards the Automatic Assessment of Student Teamwork.
Proceedings of the Companion of the 2020 ACM International Conference on Supporting Group Work, 2020

Machine Learning and Student Performance in Teams.
Proceedings of the Artificial Intelligence in Education - 21st International Conference, 2020

2019
Predicting delay discounting from heterogeneous social media data.
Soc. Netw. Anal. Min., 2019

Predicting Malware Attributes from Cybersecurity Texts.
Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2019

Social Media-based User Embedding: A Literature Review.
Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

Incorporating Domain Knowledge in Learning Word Embedding.
Proceedings of the 31st IEEE International Conference on Tools with Artificial Intelligence, 2019

Supervising Unsupervised Open Information Extraction Models.
Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

2018
An Intersectional Definition of Fairness.
CoRR, 2018

Automatically Infer Human Traits and Behavior from Social Media Data.
CoRR, 2018

UMBC at SemEval-2018 Task 8: Understanding Text about Malware.
Proceedings of The 12th International Workshop on Semantic Evaluation, 2018

Interpreting Social Media-Based Substance Use Prediction Models with Knowledge Distillation.
Proceedings of the IEEE 30th International Conference on Tools with Artificial Intelligence, 2018

Predicting Delay Discounting from Social Media Likes with Unsupervised Feature Learning.
Proceedings of the IEEE/ACM 2018 International Conference on Advances in Social Networks Analysis and Mining, 2018

2017
Machine learning on big data: Opportunities and challenges.
Neurocomputing, 2017

Automated Domain Bias Correction and Its Application in Text-Based Personality Analysis.
Int. J. Artif. Intell. Tools, 2017

Learning Domain-Specific Word Embeddings from Sparse Cybersecurity Texts.
CoRR, 2017

Social Media-based Substance Use Prediction.
CoRR, 2017

\$1 Today or \$2 Tomorrow? The Answer is in Your Facebook Likes.
CoRR, 2017

Automated Detection of Substance Use-Related Social Media Posts Based on Image and Text Analysis.
Proceedings of the 29th IEEE International Conference on Tools with Artificial Intelligence, 2017

Multi-View Unsupervised User Feature Embedding for Social Media-based Substance Use Prediction.
Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing, 2017

Designing Speech, Acoustic and Multimodal Interactions.
Proceedings of the 2017 CHI Conference on Human Factors in Computing Systems, 2017

2016
An Uncertainty-Aware Approach for Exploratory Microblog Retrieval.
IEEE Trans. Vis. Comput. Graph., 2016

The Stability and Usability of Statistical Topic Models.
ACM Trans. Interact. Intell. Syst., 2016

Uncovering insider threats from the digital footprints of individuals.
IBM J. Res. Dev., 2016

How Reliable Is Sentiment Analysis? A Multi-domain Empirical Investigation.
Proceedings of the Web Information Systems and Technologies, 2016

An Empirical Study of the Effectiveness of using Sentiment Analysis Tools for Opinion Mining.
Proceedings of the 12th International Conference on Web Information Systems and Technologies, 2016

Improving Topic Model Stability for Effective Document Exploration.
Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016

Predicting Gene Functional Interactions with Semantic Word Embedding.
Proceedings of the 28th IEEE International Conference on Tools with Artificial Intelligence, 2016

Analyzing and Preventing Bias in Text-Based Personal Trait Prediction Algorithms.
Proceedings of the 28th IEEE International Conference on Tools with Artificial Intelligence, 2016

Personalized Emphasis Framing for Persuasive Message Generation.
Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing, 2016

Cross-Domain Error Correction in Personality Prediction.
Proceedings of the ECAI 2016 - 22nd European Conference on Artificial Intelligence, 29 August-2 September 2016, The Hague, The Netherlands, 2016

Designing Speech and Multimodal Interactions for Mobile, Wearable, and Pervasive Applications.
Proceedings of the 2016 CHI Conference on Human Factors in Computing Systems, 2016

Analyzing and retrieving illicit drug-related posts from social media.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2016

What's Hot in Intelligent User Interfaces.
Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

2015
Making Enterprise Recorded Meetings Easy to Discover and Share.
Int. J. Multim. Data Eng. Manag., 2015

LDAExplore: Visualizing Topic Models Generated Using Latent Dirichlet Allocation.
CoRR, 2015

User-directed Non-Disruptive Topic Model Update for Effective Exploration of Dynamic Content.
Proceedings of the 20th International Conference on Intelligent User Interfaces, 2015

Signals of Expertise in Public and Enterprise Social Q&A.
Proceedings of the Ninth International Conference on Web and Social Media, 2015

Using Personal Traits For Brand Preference Prediction.
Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing, 2015

2014
Expediting expertise: supporting informal social learning in the enterprise.
Proceedings of the 19th International Conference on Intelligent User Interfaces, 2014

Composite Search for Distributed Multimedia Recorded Meetings.
Proceedings of the 2014 IEEE International Symposium on Multimedia, 2014

Dare to Compare: Motivating Expertise Building in the Enterprise through Intelligent User Modeling Interfaces.
Proceedings of the 3rd Workshop on Data-Driven User Behavioral Modeling and Mining from Social Media, 2014

PPLUM: A Framework for Large-Scale Personal Persuasion.
Proceedings of the 3rd Workshop on Data-Driven User Behavioral Modeling and Mining from Social Media, 2014

2013
Constrained Text Coclustering with Supervised and Unsupervised Constraints.
IEEE Trans. Knowl. Data Eng., 2013

Optimizing temporal topic segmentation for intelligent text visualization.
Proceedings of the 18th International Conference on Intelligent User Interfaces, 2013

2012
TIARA: Interactive, Topic-Based Visual Text Summarization and Analysis.
ACM Trans. Intell. Syst. Technol., 2012

VISA: a visual sentiment analysis system.
Proceedings of the International Symposium on Visual Information Communication and Interaction, 2012

EPIC: a multi-tiered approach to enterprise email prioritization.
Proceedings of the 17th International Conference on Intelligent User Interfaces, 2012

In case you missed it: benefits of attendee-shared annotations for non-attendees of remote meetings.
Proceedings of the CSCW '12 Computer Supported Cooperative Work, 2012

"You've got video": increasing clickthrough when sharing enterprise video with email.
Proceedings of the CHI Conference on Human Factors in Computing Systems, 2012

2011
Information at your fingertips: contextual IR in enterprise email.
Proceedings of the 16th International Conference on Intelligent User Interfaces, 2011

Analytic Trails: Supporting Provenance, Collaboration, and Reuse for Visual Data Analysis by Business Users.
Proceedings of the Human-Computer Interaction - INTERACT 2011, 2011

Enterprise blogging in a global context: comparing Chinese and American practices.
Proceedings of the 2011 ACM Conference on Computer Supported Cooperative Work, 2011

2010
TIARA: a visual exploratory text analytic system.
Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2010

Natural Language Aided Visual Query Building for Complex Data Access.
Proceedings of the Twenty-Second Conference on Innovative Applications of Artificial Intelligence, 2010

Constrained Coclustering for Textual Documents.
Proceedings of the Twenty-Fourth AAAI Conference on Artificial Intelligence, 2010

2009
Topic and keyword re-ranking for LDA-based topic modeling.
Proceedings of the 18th ACM Conference on Information and Knowledge Management, 2009

Interactive, topic-based visual text summarization and analysis.
Proceedings of the 18th ACM Conference on Information and Knowledge Management, 2009

2007
Building ubiquitous and robust speech and natural language interfaces.
Proceedings of the 12th International Conference on Intelligent User Interfaces, 2007

Natural Language Query Recommendation in Conversation Systems.
Proceedings of the IJCAI 2007, 2007

2006
Enabling context-sensitive information seeking.
Proceedings of the 11th International Conference on Intelligent User Interfaces, 2006

Responsive Information Architect: Enabling Context-Sensitive Information Seeking.
Proceedings of the Proceedings, 2006

2005
Two-way adaptation for robust input interpretation in practical multimodal conversation systems.
Proceedings of the 10th International Conference on Intelligent User Interfaces, 2005

Instance-based Sentence Boundary Determination by Optimization for Natural Language Generation.
Proceedings of the ACL 2005, 2005

2004
A multi-layer conversation management approach for information seeking applications.
Proceedings of the 8th International Conference on Spoken Language Processing, 2004

SEGUE: A Hybrid Case-Based Surface Natural Language Generator.
Proceedings of the Natural Language Generation, Third International Conference, 2004

Responsive Information Architect: A Context-Sensitive Multimedia Conversation Framework for Information Seeking.
Proceedings of the Nineteenth National Conference on Artificial Intelligence, 2004

2002
Designing and Evaluating an Adaptive Spoken Dialogue System.
User Model. User Adapt. Interact., 2002

Exploring features from natural language generation for prosody modeling.
Comput. Speech Lang., 2002

Designing a Speech Corpus for Instance-based Spoken Language Generation.
Proceedings of the International Natural Language Generation Conference, 2002

Context-Based Multimodal Input Understanding in Conversational Systems.
Proceedings of the 4th IEEE International Conference on Multimodal Interfaces (ICMI 2002), 2002

2001
Automated authoring of coherent multimedia discourse in conversation systems.
Proceedings of the 9th ACM International Conference on Multimedia 2001, Ottawa, Ontario, Canada, September 30, 2001

Semantic abnormality and its realization in spoken language.
Proceedings of the EUROSPEECH 2001 Scandinavia, 2001

2000
Modeling Local Context for Pitch Accent Prediction.
Proceedings of the 38th Annual Meeting of the Association for Computational Linguistics, 2000

Predicting and Adapting to Poor Speech Recognition in a Spoken Dialogue System.
Proceedings of the Seventeenth National Conference on Artificial Intelligence and Twelfth Conference on on Innovative Applications of Artificial Intelligence, July 30, 2000

1999
Empirically Evaluating an Adaptable Spoken Dialogue System
CoRR, 1999

Word Informativeness and Automatic Pitch Accent Modeling.
Proceedings of the Joint SIGDAT Conference on Empirical Methods in Natural Language Processing and Very Large Corpora, 1999

Modeling Prosody Automatically in Concept-to-Speech Generation.
Proceedings of the Sixteenth National Conference on Artificial Intelligence and Eleventh Conference on Innovative Applications of Artificial Intelligence, 1999

1998
Learning Intonation Rules for Concept to Speech Generation.
Proceedings of the 36th Annual Meeting of the Association for Computational Linguistics and 17th International Conference on Computational Linguistics, 1998

Evaluating Response Strategies in a Web-Based Spoken Dialogue Agent.
Proceedings of the 36th Annual Meeting of the Association for Computational Linguistics and 17th International Conference on Computational Linguistics, 1998

1997
Language Generation for Multimedia Healthcare Briefings.
Proceedings of the 5th Applied Natural Language Processing Conference, 1997

1996
Negotiation for Automated Generation of Temporal Multimedia Presentations.
Proceedings of the Forth ACM International Conference on Multimedia '96, 1996

Spoken language generation in a multimedia system.
Proceedings of the 4th International Conference on Spoken Language Processing, 1996

1992
Knowledge Acquisition And Chinese Parsing Based On Corpus.
Proceedings of the 14th International Conference on Computational Linguistics, 1992


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