2015

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Beyond LDA: Exploring Supervised Topic Modeling for Depression-Related Language in Twitter
Philip Resnik | William Armstrong | Leonardo Claudino | Thang Nguyen | Viet-An Nguyen | Jordan Boyd-Graber
Proceedings of the 2nd Workshop on Computational Linguistics and Clinical Psychology: From Linguistic Signal to Clinical Reality

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Tea Party in the House: A Hierarchical Ideal Point Topic Model and Its Application to Republican Legislators in the 112th Congress
Viet-An Nguyen | Jordan Boyd-Graber | Philip Resnik | Kristina Miler
Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing (Volume 1: Long Papers)

2014

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Sometimes Average is Best: The Importance of Averaging for Prediction using MCMC Inference in Topic Modeling
Viet-An Nguyen | Jordan Boyd-Graber | Philip Resnik
Proceedings of the 2014 Conference on Empirical Methods in Natural Language Processing (EMNLP)

2013

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Argviz: Interactive Visualization of Topic Dynamics in Multi-party Conversations
Viet-An Nguyen | Yuening Hu | Jordan Boyd-Graber | Philip Resnik
Proceedings of the 2013 NAACL HLT Demonstration Session

2012

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SITS: A Hierarchical Nonparametric Model using Speaker Identity for Topic Segmentation in Multiparty Conversations
Viet-An Nguyen | Jordan Boyd-Graber | Philip Resnik
Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)