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Shimei’s Publications

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2018

Interpreting Social Media-based Substance Use Prediction Models with Knowledge Distillation. Tao Ding, Fatema Hasan, Warren K. Bickel and Shimei Pan. IEEE ICTAI 2018.

Predicting Delay Discounting from Social Media Likes with Unsupervised Feature LearningTao Ding, Warren K. Bickel and Shimei Pan, IEEE/ACM  International Conference on Advances in Social Network Analysis and Mining, (2018) .

Understanding Text about Malware. Ankur Padia, Arpita Roy, Taneeya Satyapanich, Francis Ferraro, Shimei Pan, Youngja Park, Anupam Joshi, Tim Finin. NAACL-HLT SemEval Workshop 878-884  (2018).

Automatically Infer Human Traits and Behavior from Social Media DataShimei Pan and Tao Ding.  CoRRabs/1804.04191 (2018)

An Intersectional Definition of Fairness. James R. Foulds and  Shimei PanCoRR abs/1807.08362 (2018)

 

2017

Multi-View Unsupervised User Feature Embedding for Social Media-based Substance Use Prediction Tao Ding, Warren K. Bickel, Shimei Pan. EMNLP  (2017)

[Best Student Paper Award] Automated Detection of Substance Use-Related Social Media Posts Based on Image and Text Analysis   Arpita Roy, Anamika Rupa, Hamed Pirsiavash and Shimei Pan. IEEE ICTAI  (2017)

$1 Today or $2 Tomorrow? The Answer is in Your Facebook Likes. Tao Ding, Warren K. Bickel, Shimei Pan: CoRRabs/1703.07726 (2017)

Social Media-based Substance Use Prediction. Tao Ding, Warren K. Bickel, Shimei Pan. CoRR abs/1705.05633 (2017)

Machine learning on big data: Opportunities and challenges. Lina Zhou, Shimei Pan, Jianwu Wang, Athanasios V. Vasilakos. Neurocomputing 237: 350-361 (2017)

Automated Domain Bias Correction and Its Application in Text-based Personality Analysis. Isil Yakut Kilic and Shimei Pan: International Journal on Artificial Intelligence Tools (Accepted).

Designing Speech, Acoustic and Multimodal Interactions. Cosmin Munteanu, Pourang Irani, Sharon Oviatt, Matthew P. Aylett, Gerald Penn, Shimei Pan, Nikhil Sharma, Frank Rudzicz, Randy Gomez, Ben Cowan,Keisuke Nakamura:
CHI Extended Abstracts 2017: 601-608

How Reliable is Sentiment Analysis? A Multi-domain Empirical Investigation. Tao Ding and Shimei Pan, , Lecture Notes in Business Information Processing.

 

2016

Personalized Emphasis Framing for Persuasive Message Generation
Tao Ding and Shimei Pan, EMNLP (Conference on Empirical Methods on Natural Language Processing), 2016.

[Best Paper Award] Analyzing and Preventing Bias in Text-based Personal Trait Prediction Algorithms
Isil Yakut Kilic and Shimei Pan, ICTAI (IEEE International Conference on Tools with Artificial Intelligence), 2016.

Predicting Gene Functional Interaction Using Semantic Word Embedding
Arpita Roy and Shimei Pan, ICTAI (IEEE International Conference on Tools with Artificial Intelligence), 2016.

Analyzing and Retrieving Illicit Drug-Related Posts from Social Media. Tao Ding, Arpita Roy, Zhiyuan Chen, Qian Zhu, Shimei Pan, , Workshop on Data Mining in Translational Biomedical Informatics (TBI) in conjunction of The IEEE International Conference on Bioinformatics and Biomedicine (BIBM) 2016

Designing Speech and Multimodal Interactions for Mobile, Wearable, and Pervasive Applications
Cosmin Munteanu, Pourang Irani, Sharon L. Oviatt, Matthew P. Aylett, Gerald Penn, Shimei Pan,Nikhil Sharma, Frank Rudzicz, Randy Gomez, Keisuke Nakamura, Kazuhiro Nakadai. ACM CHI Extended Abstracts, 2016

An Uncertainty-Aware Approach for Exploratory Microblog Retrieval
Mengchen Liu, Shixia Liu, Xizhou Zhu, Qinying Liao, Furu Wei and Shimei Pan, IEEE Transactions on Visualization and Computer Graphics (TVCG), 22(1), 2016

Cross-domain Error Correction in Personality Prediction
Isil Yakut Kilic and Shimei Pan, ECAI (European Conference on Artificial Intelligence), 2016.

The Stability and Usability of Statistical Topic Models
Yi Yang, Shimei Pan, Jie Lu, Mercan Topkara  and  Yangqiu Song
ACM Transactions on Interactive Intelligent Systems (TIIS) Special Issues on Highlights of Intelligent User Interfaces, 2016.

What’s hot in Intelligent User Interfaces (invited paper) 
Shimei Pan, Oliver Brdiczka, Giuseppe Barenini, Duen Horng Chau and Per Ola Kristensson
AAAI (AAAI Conference on Artificial Intelligence) 2016.

Improving Topic Model Stability for Effective Document Exploration
Yi Yang, Shimei Pan, Yangqiu Song, Jie Liu  and  Mercan Topkara
IJCAI (International Joint Conference on Artificial Intelligence) 2016.

An Empirical Study of the Effectiveness of Using Sentiment Analysis Tools for Opinion Mining
Tao Ding and Shimei Pan
12th International Conference on Web Information Systems and Technologies, 2016.
Uncovering Insider Threats from the Digital Footprints of Individuals
A. Coden, W. Lin, K. Houck, M. Tanenblatt, J. Boston, J. MacNaught, D. Soroker, J. Weisz, S. Pan, J. Lai, J. Lu, S. Wood, Y. Xia and C. Lin.
IBM Journal of Research and Development, Vol. 60, Issue 4., 2016

 

2015

Using Personal Traits for Brand Preference Prediction
Chao Yang, Shimei Pan, Jalal Mahmud, Huahai Yang, and Padmini Srinivasan
EMNLP 2015.

An Uncertainty-Aware Approach for Exploratory Microblog Retrieval 
Liu, M. ; Liu, S. ; Zhu, X. ; Liao, Q. ; Wei, F. ; Pan, S.
IEEE Visual Analytics Science and Technology (VAST) 2015

Expertise Signals for Public and Enterprise Social Q&A
Shimei Pan, Elijah Mayfield, Jie Lu and Jennifer Lai
International Conference on Web and Social Media (ICWSM), 2015.

[Best Paper Runner-Up] User-directed non-disruptive topic model update for effective exploration of dynamic content
Yi Yang, Shimei Pan, Jie Lu, Mercan Topkara
ACM International Conference on Intelligent User Interfaces (IUI) 2015 

LDAExplore: Visualizing Topic Models Generated Using Latent Dirichlet Allocation
Ashwinkumar Ganesan, Kiante Brantley, Shimei Pan and Jian Chen
IUI 2015 Workshop on Visual Text Analytics. 

Making Enterprise Recorded Meetings Easy to Discover and Share
Shimei Pan, Mercan Topkara, Steve Wood, Jeff Boston, Jennifer Lai
International Journal of Multimedia Data Engineering and Management, 2015 

 

2014

Composite Search for Enterprise Distributed Multimedia Recorded Meetings

Shimei Pan, Mercan Topkara, Steve Wood, Jeff Boston, Jennifer Lai
IEEE International Symposium on Multimedia (ISM), 2014 

Expediting Expertise: Supporting Informal Social Learning in the Enterprise

Jennifer Lai, Jie Lu, Shimei Pan, Danny Soroker, Mercan Topkara, Justin Weisz, Jeff Boston, Jason Crawford
ACM International Conference on Intelligent User Interfaces (IUI), 2014

Active Learning with Constrained Topic Model

Yi Yang, Shimei Pan, Doug Downey and Kunpeng Zhang
ACL 2014 Workshop on Interactive Language Learning, Visualization and Interfaces

Incorporating User Input in Topic Modeling

Yi Yang, Shimei Pan, Jie Lu, Mercan Topkara and Doug Downey
ACM CIKM 2014 Workshop on Interactive Mining for Big Data (ImBig), 2014 

PPLUM: A Framework for Large-Scale Personal Persuasion (Position Paper)

Shimei Pan and Michelle Zhou
ACM CIKM 2014 Workshop on Data-driven User Behavioral Modelling and Mining from Social Media , 2014 

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

Mercan Topkara, Justin Weisz, Shimei Pan, Jie Lu, Jennifer Lai
ACM CIKM 2014 Workshop on Data-driven User Behavioral Modelling and Mining from Social Media , 2014 

 

2013

Optimizing Temporal Topic Segmentation for Intelligent Text Visualization

Shimei Pan, Michelle X. Zhou, Yangqiu Song, Weihong Qian, Fei Wang, Shixia Liu
International Conference on Intelligent User Interfaces (IUI), ACM, 2013

 Constrained Text Co-Clustering with Supervised and Unsupervised Constraints

Yangqiu Song, Shimei Pan, Shixia Liu, Furu Wei, Michelle Zhou, Weihong Qian
IEEE Transactions on Knowledge and Data Engineering (TKDE), 2013

 

2012

 You’ve got video: increasing clickthrough when sharing enterprise video with email

Mercan Topkara, Shimei Pan, Jennifer Lai, Ahmet Dirik, Steve Wood and Jeff Boston
Proceedings of the 2012 ACM annual conference on Human Factors in Computing Systems (CHI)

 EPIC: a multi-tiered approach to enterprise email prioritization

Jie Lu, Zhen Wen, Shimei Pan and Jennifer Lai
Proceedings of the 2012 ACM international conference on Intelligent User Interfaces (IUI), pp. 199–202

 In case you missed it: benefits of attendee-shared annotations for non-attendees of remote meetings

M Nathan, M Topkara, J Lai, S Pan, S Wood, J Boston, L Terveen
Proceedings of the ACM 2012 conference on Computer Supported Cooperative Work (CSCW), pp. 339–348

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

S Liu, M X Zhou, S Pan, Y Song, W Qian, W Cai, X Lian
ACM Transactions on Intelligent Systems and Technology (TIST) 3(2), 25, ACM, 2012

 

2011

 Analytic trails: Supporting provenance, collaboration, and reuse for visual data analysis by business users

J Lu, Z Wen, S Pan, J Lai
Human-Computer Interaction–INTERACT, pp. 256–273, Springer, 2011

 Enterprise Blogging in a Global Context: Comparing Chinese and American Practices

Q. Liao, S. Pan, J. Lai C. Yang
CSCW 2011, pp. 35–44

 Information at your fingertips: Contextual IR in enterprise email

J Lu, S Pan, J Lai, Z Wen
16th international conference on Intelligent User Interfaces (IUI), pp. 205–214, 2011

 

2010

 Constrained Coclustering for Textual Documents.

Yangqiu Song, Shimei Pan, Shixia Liu, Furu Wei, Michelle X Zhou, Weihong Qian
AAAI, 2010

 Tag me while you can: Making online recorded meetings shareable and searchable

Mercan Topkara, Shimei Pan, Jennifer Lai, Stephen P Wood, Jeff Boston
IBM Research rep. RC25038 (W1008-057), 2010

 Natural Language Aided Visual Query Building for Complex Data Access

S. Pan, M. Zhou, K. Houck, P. Kissa
Proceedings of IAAI, 2010

 TIARA: A Visual Exploratory Text Analytic System

Furu Wei, Shixia Liu, Yangqiu Song, Shimie Pan, Michelle X. Zhou, Weihong Qian, Lei Shi, Li Tan, Qiang Zhang
Proceedings of KDD , pp. 153–162, ACM, 2010

 

Before 2010

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

Yangqiu Song, Shimei Pan, Shixia Liu, Michelle X Zhou, Weihong Qian
Proceeding of the 18th ACM conference on Information and knowledge management (CIKM), pp. 1757–1760, ACM, 2009

     [Best Paper Honorable Mention]Interactive, topic-based visual text summarization and analysis

S Liu, M X Zhou, S Pan, W Qian, W Cai, X Lian 
Proceeding of the 18th ACM conference on Information and knowledge management (CIKM), pp. 543–552, 2009

 Building ubiquitous and robust speech and natural language interfaces

G G Lee, S Pan
Proceedings of the 12th international conference on Intelligent user interfaces (IUI), pp. 10, 2007

 Natural language query recommendation in conversation systems

Shimei Pan, J Shaw
Proceedings of the International Joint Conference on AI (IJCAI), 2007

 Responsive information architect: enabling context-sensitive information seeking

M X Zhou, K Houck, S Pan, J Shaw, V Aggarwal, Z Wen
Proceedings of AAAI, pp. 1691, 2006

 Enabling context-sensitive information seeking

MX Zhou, K Houck, S Pan, J Shaw, V Aggarwal, Z Wen
Proceedings of IUI, pp. 116–123, ACM, 2006

MIND: A Context-based Multimodal Interpretation Framework in Conversation Systems.

Joyce Chai, Shimei Pan, Michelle X Zhou
Natural, Intelligent and Effective Interaction in Multimodal Dialogue Systems, J. Kuppervelt, L. Dybkjaer and N. Bernsen (eds). Kluwer, 2005

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

Shimei Pan, Siwei Shen, Michelle X Zhou, Keith Houck
Proceedings of the 10th international conference on Intelligent user interfaces, pp. 35–42, ACM, 2005

 Responsive Information Architect: A Context-Sensitive Multi-media Conversation Framework for Information Seeking

M Zhou,  K Houck,  R Uceda-Sosa,  S Pan, M Chen, V Aggarwal and  J Shaw, Proceedings of AAAI, 2004

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

Shimei Pan, James Shaw
International Conference of Natural Language Generation (INLG), 2004

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

M Zhou, K Houck, R Uceda-Sosa, S Pan, M Chen, V Aggarwal, J Shaw
Proceedings of AAAI, 2004

 A Multi-Layer Conversation Management Approach for Information Seeking Applications

Shimei Pan
Eighth International Conference on Spoken Language Processing (ICSLP), 2004

 SEGUE: A hybrid case-based surface natural language generator

S Pan, J Shaw
Lecture notes in computer science, 2004 – Springer

 Context-based multimodal input understanding in conversational systems

J Chai, S Pan, M X Zhou, K Houck
Multimodal Interfaces, 2002, pp. 87–92, 2003

 Exploring features from natural language generation for prosody modeling

S Pan, K McKeown, J Hirschberg
Computer speech & language , 2002

 Prosody modeling in concept-to-speech generation

Shimei Pan
PhD thesis, Columbia University, 2002

 Designing and evaluating an adaptive spoken dialogue system

DJ Litman, S Pan
User Modeling and User-Adapted Interaction, 2002 – Springer

 MIND: A Semantics-based Multimodal Interpretation Framework for Conversational Systems

J Chai, Shimei Pan, M Zhou
Proceedings of International CLASS Workshop on Natural, Intelligent and Effective Interaction in Multimodal Dialog Systems, 2002

 Designing a speech corpus for instance-based spoken language generation

Shimei Pan, W Weng
Proceedings of Int. Conf. on Natural Language Generation (INLG), 2002

 Semantic abnormality and its realization in spoken language

Shimei Pan, K McKeown, J Hirschberg
Eurospeech, 2001

 Automated authoring of coherent multimedia discourse in conversation systems

MX Zhou, Shimei Pan
Proceedings of the ninth ACM international conference on Multimedia (ACM MM), 2001

 Prosody modelling in concept-to-speech generation: methodological issues

KR McKeown, S Pan
Phil. Trans. , Royal Society, 2000

 Modeling local context for pitch accent prediction

S Pan, J Hirschberg
Proceedings of ACL, 2000

 Prosody modelling in concept-to-speech generation: methodological issues

KR McKeown, S Pan
Phil. Trans., Royal Society, 2000

 Word informativeness and automatic pitch accent modeling

P Shimei, K McKeown
Proceedings of EMNLP/VLC’99, College Park, Maryland, 1999

 MAGIC: An Applied Language Generation System for Intensive Care

K McKeown, J Shaw, S Pan
Department of Computer Science, Columbia University, New York 1999

 Word informativeness and automatic pitch accent modeling

S Pan, K McKeown
Proceedings of EMNLP/VLC99, 1999 – Citeseer

 Empirically evaluating an adaptable spoken dialogue system

DJ Litman, Shimei Pan
Proceedings of the 7th International Conference on User Modeling (UM), 1999

 Learning intonation rules for concept to speech generation

S Pan, K McKeown
Proceedings of the 17 th international conference on Computational Linguitics (COLING/ACL), 1998

 Evaluating response strategies in a web-based spoken dialogue agent

DJ Litman, S Pan, MA Walker
Proceedings of the 17th international conference on Computational Linguistics (COLING/ACL), 1998

 Language Generation for Multimedia Healthcare Briefings

K MeKeown, S Pan, J Shaw, D Jordan, B Allen
Proceedings of ANLP,, 1997

 Integrating language generation with speech synthesis in a concept to speech system

Shimei Pan, KR McKeown
In Proceedings of ACL/EACL Concept to Speech Workshop, 1997

 Language generation for multimedia healthcare briefings

K McKeown, S Pan, J Shaw, D Jordan, B Allen
Proceedings of ANLP, 1997

 Spoken language generation in a multimedia system

Shimei Pan, K McKeown
ICSLP, 1996

 Negotiation for automated generation of temporal multimedia presentations

M Dalal, S Feiner, K McKeown, Shimei Pan, M Zhou, etc.
Proceedings of ACM Multimedia, 1996

 Knowledge acquisition and Chinese parsing based on corpus

C Yuang, C Huang, S Pan
COLING92, 1992