Bryan R. Routledge

Also published as: Bryan Routledge


2016

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Friends with Motives: Using Text to Infer Influence on SCOTUS
Yanchuan Sim | Bryan Routledge | Noah A. Smith
Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing

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Character Sequence Models for Colorful Words
Kazuya Kawakami | Chris Dyer | Bryan Routledge | Noah A. Smith
Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing

2015

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A Utility Model of Authors in the Scientific Community
Yanchuan Sim | Bryan Routledge | Noah A. Smith
Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing

2014

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Dynamic Language Models for Streaming Text
Dani Yogatama | Chong Wang | Bryan R. Routledge | Noah A. Smith | Eric P. Xing
Transactions of the Association for Computational Linguistics, Volume 2

We present a probabilistic language model that captures temporal dynamics and conditions on arbitrary non-linguistic context features. These context features serve as important indicators of language changes that are otherwise difficult to capture using text data by itself. We learn our model in an efficient online fashion that is scalable for large, streaming data. With five streaming datasets from two different genres—economics news articles and social media—we evaluate our model on the task of sequential language modeling. Our model consistently outperforms competing models.

2012

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Word Salad: Relating Food Prices and Descriptions
Victor Chahuneau | Kevin Gimpel | Bryan R. Routledge | Lily Scherlis | Noah A. Smith
Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning

2011

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Predicting a Scientific Community’s Response to an Article
Dani Yogatama | Michael Heilman | Brendan O’Connor | Chris Dyer | Bryan R. Routledge | Noah A. Smith
Proceedings of the 2011 Conference on Empirical Methods in Natural Language Processing

2009

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Predicting Risk from Financial Reports with Regression
Shimon Kogan | Dimitry Levin | Bryan R. Routledge | Jacob S. Sagi | Noah A. Smith
Proceedings of Human Language Technologies: The 2009 Annual Conference of the North American Chapter of the Association for Computational Linguistics