Shimei Pan

CoRR, 2023

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

[BibT_eX]

[DOI]

CoRR, 2023

International Workshop on Digital Twins for Smart Health.

[BibT_eX]

[DOI]

Proceedings of the Companion Proceedings of the ACM Web Conference 2023, 2023

The Keyword Explorer Suite: A Toolkit for Understanding Online Populations.

[BibT_eX]

[DOI]

Philip Feldman

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).

[BibT_eX]

[DOI]

Maryam Alomair

Lujie Karen Chen

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

Editorial.

[BibT_eX]

[DOI]

Miltos Alamaniotis

Int. J. Artif. Intell. Tools, 2022

Fair Inference for Discrete Latent Variable Models.

[BibT_eX]

[DOI]

Rashidul Islam

CoRR, 2022

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

[BibT_eX]

[DOI]

George J. Cancro

CoRR, 2022

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

[BibT_eX]

[DOI]

CoRR, 2022

Incorporating LIWC in Neural Networks to Improve Human Trait and Behavior Analysis in Low Resource Scenarios.

[BibT_eX]

[DOI]

Isil Yakut Kilic

Proceedings of the Thirteenth Language Resources and Evaluation Conference, 2022

Do Humans Prefer Debiased AI Algorithms? A Case Study in Career Recommendation.

[BibT_eX]

[DOI]

Proceedings of the IUI 2022: 27th International Conference on Intelligent User Interfaces, Helsinki, Finland, March 22, 2022

2021

Letter from the Special Issue Editor.

[BibT_eX]

[DOI]

IEEE Data Eng. Bull., 2021

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

[BibT_eX]

[DOI]

CoRR, 2021

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

[BibT_eX]

[DOI]

CoRR, 2021

Debiasing Career Recommendations with Neural Fair Collaborative Filtering.

[BibT_eX]

[DOI]

Proceedings of the WWW '21: The Web Conference 2021, 2021

Equitable Allocation of Healthcare Resources with Fair Survival Models.

[BibT_eX]

[DOI]

Proceedings of the 2021 SIAM International Conference on Data Mining, 2021

Fair Representation Learning for Heterogeneous Information Networks.

[BibT_eX]

[DOI]

Proceedings of the Fifteenth International AAAI Conference on Web and Social Media, 2021

Analyzing COVID-19 Tweets with Transformer-based Language Models.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

Can We Obtain Fairness For Free?

[BibT_eX]

[DOI]

Rashidul Islam

Proceedings of the AIES '21: AAAI/ACM Conference on AI, 2021

2020

Special Issue on Data-Driven Personality Modeling for Intelligent Human-Computer Interaction.

[BibT_eX]

[DOI]

ACM Trans. Interact. Intell. Syst., 2020

Intersectional AI: A Study of How Information Science Students Think about Ethics and Their Impact.

[BibT_eX]

[DOI]

Nora McDonald

Proc. ACM Hum. Comput. Interact., 2020

Building High Performance Explainable Machine Learning Models for Social Media-based Substance Use Prediction.

[BibT_eX]

[DOI]

Int. J. Artif. Intell. Tools, 2020

Are Parity-Based Notions of AI Fairness Desirable?

[BibT_eX]

[DOI]

IEEE Data Eng. Bull., 2020

Equitable Allocation of Healthcare Resources with Fair Cox Models.

[BibT_eX]

[DOI]

CoRR, 2020

Causal Feature Selection with Dimension Reduction for Interpretable Text Classification.

[BibT_eX]

[DOI]

Guohou Shan

CoRR, 2020

Neural Fair Collaborative Filtering.

[BibT_eX]

[DOI]

CoRR, 2020

Mitigating Demographic Bias in AI-based Resume Filtering.

[BibT_eX]

[DOI]

Ketki V. Deshpande

Proceedings of the Adjunct Publication of the 28th ACM Conference on User Modeling, 2020

Bayesian Modeling of Intersectional Fairness: The Variance of Bias.

[BibT_eX]

[DOI]

Proceedings of the 2020 SIAM International Conference on Data Mining, 2020

Incorporating Extra Knowledge to Enhance Word Embedding.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

Integrating Text Embedding with Traditional NLP Features for Clinical Relation Extraction.

[BibT_eX]

[DOI]

Fatema Hasan

Proceedings of the 32nd IEEE International Conference on Tools with Artificial Intelligence, 2020

An Intersectional Definition of Fairness.

[BibT_eX]

[DOI]

Proceedings of the 36th IEEE International Conference on Data Engineering, 2020

Towards the Automatic Assessment of Student Teamwork.

[BibT_eX]

[DOI]

Proceedings of the Companion of the 2020 ACM International Conference on Supporting Group Work, 2020

Machine Learning and Student Performance in Teams.

[BibT_eX]

[DOI]

Proceedings of the Artificial Intelligence in Education - 21st International Conference, 2020

2019

Predicting delay discounting from heterogeneous social media data.

[BibT_eX]

[DOI]

Soc. Netw. Anal. Min., 2019

Predicting Malware Attributes from Cybersecurity Texts.

[BibT_eX]

[DOI]

Youngja Park

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.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

Incorporating Domain Knowledge in Learning Word Embedding.

[BibT_eX]

[DOI]

Youngja Park

Proceedings of the 31st IEEE International Conference on Tools with Artificial Intelligence, 2019

Supervising Unsupervised Open Information Extraction Models.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

CoRR, 2018

Automatically Infer Human Traits and Behavior from Social Media Data.

[BibT_eX]

[DOI]

CoRR, 2018

UMBC at SemEval-2018 Task 8: Understanding Text about Malware.

[BibT_eX]

[DOI]

Proceedings of The 12th International Workshop on Semantic Evaluation, 2018

Interpreting Social Media-Based Substance Use Prediction Models with Knowledge Distillation.

[BibT_eX]

[DOI]

Proceedings of the IEEE 30th International Conference on Tools with Artificial Intelligence, 2018

Predicting Delay Discounting from Social Media Likes with Unsupervised Feature Learning.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Lina Zhou

Jianwu Wang

Athanasios V. Vasilakos

Neurocomputing, 2017

Automated Domain Bias Correction and Its Application in Text-Based Personality Analysis.

[BibT_eX]

[DOI]

Isil Doga Yakut Kiliç

Int. J. Artif. Intell. Tools, 2017

Learning Domain-Specific Word Embeddings from Sparse Cybersecurity Texts.

[BibT_eX]

[DOI]

Youngja Park

CoRR, 2017

Social Media-based Substance Use Prediction.

[BibT_eX]

[DOI]

CoRR, 2017

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

[BibT_eX]

[DOI]

CoRR, 2017

Automated Detection of Substance Use-Related Social Media Posts Based on Image and Text Analysis.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing, 2017

Designing Speech, Acoustic and Multimodal Interactions.

[BibT_eX]

[DOI]

Proceedings of the 2017 CHI Conference on Human Factors in Computing Systems, 2017

2016

An Uncertainty-Aware Approach for Exploratory Microblog Retrieval.

[BibT_eX]

[DOI]

IEEE Trans. Vis. Comput. Graph., 2016

The Stability and Usability of Statistical Topic Models.

[BibT_eX]

[DOI]

ACM Trans. Interact. Intell. Syst., 2016

Uncovering insider threats from the digital footprints of individuals.

[BibT_eX]

[DOI]

Anni Coden

W. Sabrina Lin

Keith Houck

Michael A. Tanenblatt

IBM J. Res. Dev., 2016

How Reliable Is Sentiment Analysis? A Multi-domain Empirical Investigation.

[BibT_eX]

[DOI]

Proceedings of the Web Information Systems and Technologies, 2016

An Empirical Study of the Effectiveness of using Sentiment Analysis Tools for Opinion Mining.

[BibT_eX]

[DOI]

Proceedings of the 12th International Conference on Web Information Systems and Technologies, 2016

Improving Topic Model Stability for Effective Document Exploration.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016

Predicting Gene Functional Interactions with Semantic Word Embedding.

[BibT_eX]

[DOI]

Proceedings of the 28th IEEE International Conference on Tools with Artificial Intelligence, 2016

Analyzing and Preventing Bias in Text-Based Personal Trait Prediction Algorithms.

[BibT_eX]

[DOI]

Isil Doga Yakut Kiliç

Proceedings of the 28th IEEE International Conference on Tools with Artificial Intelligence, 2016

Personalized Emphasis Framing for Persuasive Message Generation.

[BibT_eX]

[DOI]

Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing, 2016

Cross-Domain Error Correction in Personality Prediction.

[BibT_eX]

[DOI]

Isil Doga Yakut Kiliç

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.

[BibT_eX]

[DOI]

Proceedings of the 2016 CHI Conference on Human Factors in Computing Systems, 2016

Analyzing and retrieving illicit drug-related posts from social media.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2016

What's Hot in Intelligent User Interfaces.

[BibT_eX]

[DOI]

Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

2015

Making Enterprise Recorded Meetings Easy to Discover and Share.

[BibT_eX]

[DOI]

Int. J. Multim. Data Eng. Manag., 2015

LDAExplore: Visualizing Topic Models Generated Using Latent Dirichlet Allocation.

[BibT_eX]

[DOI]

CoRR, 2015

User-directed Non-Disruptive Topic Model Update for Effective Exploration of Dynamic Content.

[BibT_eX]

[DOI]

Proceedings of the 20th International Conference on Intelligent User Interfaces, 2015

Signals of Expertise in Public and Enterprise Social Q&A.

[BibT_eX]

[DOI]

Proceedings of the Ninth International Conference on Web and Social Media, 2015

Using Personal Traits For Brand Preference Prediction.

[BibT_eX]

[DOI]

Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing, 2015

2014

Expediting expertise: supporting informal social learning in the enterprise.

[BibT_eX]

[DOI]

Proceedings of the 19th International Conference on Intelligent User Interfaces, 2014

Composite Search for Distributed Multimedia Recorded Meetings.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE International Symposium on Multimedia, 2014

Dare to Compare: Motivating Expertise Building in the Enterprise through Intelligent User Modeling Interfaces.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Michelle X. Zhou

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.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2013

Optimizing temporal topic segmentation for intelligent text visualization.

[BibT_eX]

[DOI]

Proceedings of the 18th International Conference on Intelligent User Interfaces, 2013

2012

TIARA: Interactive, Topic-Based Visual Text Summarization and Analysis.

[BibT_eX]

[DOI]

ACM Trans. Intell. Syst. Technol., 2012

VISA: a visual sentiment analysis system.

[BibT_eX]

[DOI]

Proceedings of the International Symposium on Visual Information Communication and Interaction, 2012

EPIC: a multi-tiered approach to enterprise email prioritization.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the CSCW '12 Computer Supported Cooperative Work, 2012

"You've got video": increasing clickthrough when sharing enterprise video with email.

[BibT_eX]

[DOI]

Proceedings of the CHI Conference on Human Factors in Computing Systems, 2012

2011

Information at your fingertips: contextual IR in enterprise email.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the Human-Computer Interaction - INTERACT 2011, 2011

Enterprise blogging in a global context: comparing Chinese and American practices.

[BibT_eX]

[DOI]

Proceedings of the 2011 ACM Conference on Computer Supported Cooperative Work, 2011

2010

TIARA: a visual exploratory text analytic system.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Second Conference on Innovative Applications of Artificial Intelligence, 2010

Constrained Coclustering for Textual Documents.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Fourth AAAI Conference on Artificial Intelligence, 2010

2009

Topic and keyword re-ranking for LDA-based topic modeling.

[BibT_eX]

[DOI]

Proceedings of the 18th ACM Conference on Information and Knowledge Management, 2009

Interactive, topic-based visual text summarization and analysis.

[BibT_eX]

[DOI]

Proceedings of the 18th ACM Conference on Information and Knowledge Management, 2009

2007

Building ubiquitous and robust speech and natural language interfaces.

[BibT_eX]

[DOI]

Gary Geunbae Lee

Proceedings of the 12th International Conference on Intelligent User Interfaces, 2007

Natural Language Query Recommendation in Conversation Systems.

[BibT_eX]

[DOI]

James Shaw

Proceedings of the IJCAI 2007, 2007

2006

Enabling context-sensitive information seeking.

[BibT_eX]

[DOI]

Proceedings of the 11th International Conference on Intelligent User Interfaces, 2006

Responsive Information Architect: Enabling Context-Sensitive Information Seeking.

[BibT_eX]

[DOI]

Proceedings of the Proceedings, 2006

2005

Two-way adaptation for robust input interpretation in practical multimodal conversation systems.

[BibT_eX]

[DOI]

Proceedings of the 10th International Conference on Intelligent User Interfaces, 2005

Instance-based Sentence Boundary Determination by Optimization for Natural Language Generation.

[BibT_eX]

[DOI]

James Shaw

Proceedings of the ACL 2005, 2005

2004

A multi-layer conversation management approach for information seeking applications.

[BibT_eX]

[DOI]

Proceedings of the 8th International Conference on Spoken Language Processing, 2004

SEGUE: A Hybrid Case-Based Surface Natural Language Generator.

[BibT_eX]

[DOI]

James Shaw

Proceedings of the Natural Language Generation, Third International Conference, 2004

Responsive Information Architect: A Context-Sensitive Multimedia Conversation Framework for Information Seeking.

[BibT_eX]

[DOI]

Proceedings of the Nineteenth National Conference on Artificial Intelligence, 2004

2002

Designing and Evaluating an Adaptive Spoken Dialogue System.

[BibT_eX]

[DOI]

User Model. User Adapt. Interact., 2002

Exploring features from natural language generation for prosody modeling.

[BibT_eX]

[DOI]

Julia Hirschberg

Comput. Speech Lang., 2002

Designing a Speech Corpus for Instance-based Spoken Language Generation.

[BibT_eX]

[DOI]

Wubin Weng

Proceedings of the International Natural Language Generation Conference, 2002

Context-Based Multimodal Input Understanding in Conversational Systems.

[BibT_eX]

[DOI]

Proceedings of the 4th IEEE International Conference on Multimodal Interfaces (ICMI 2002), 2002

2001

Automated authoring of coherent multimedia discourse in conversation systems.

[BibT_eX]

[DOI]

Michelle X. Zhou

Proceedings of the 9th ACM International Conference on Multimedia 2001, Ottawa, Ontario, Canada, September 30, 2001

Semantic abnormality and its realization in spoken language.

[BibT_eX]

[DOI]

Julia Hirschberg

Proceedings of the EUROSPEECH 2001 Scandinavia, 2001

2000

Modeling Local Context for Pitch Accent Prediction.

[BibT_eX]

[DOI]

Julia Hirschberg

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.

[BibT_eX]

[DOI]

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

[BibT_eX]

[DOI]

CoRR, 1999

Word Informativeness and Automatic Pitch Accent Modeling.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]