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Operationalizing the Legal Principle of Data Minimization for Personalization

May 28, 2020
Asia J. Biega, Peter Potash, Hal Daumé III, Fernando Diaz, Michèle Finck

* SIGIR 2020 paper: In Proc. of the 43rd International ACM SIGIR Conference on Research and Development in Information Retrieval 

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Overview of the TREC 2019 Fair Ranking Track

Mar 25, 2020
Asia J. Biega, Fernando Diaz, Michael D. Ekstrand, Sebastian Kohlmeier

* Published in The Twenty-Eighth Text REtrieval Conference Proceedings (TREC 2019) 

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Incorporating Query Term Independence Assumption for Efficient Retrieval and Ranking using Deep Neural Networks

Jul 08, 2019
Bhaskar Mitra, Corby Rosset, David Hawking, Nick Craswell, Fernando Diaz, Emine Yilmaz


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On the Evaluation of Common-Sense Reasoning in Natural Language Understanding

Nov 05, 2018
Paul Trichelair, Ali Emami, Jackie Chi Kit Cheung, Adam Trischler, Kaheer Suleman, Fernando Diaz

* 4 pages 

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The Social Dynamics of Language Change in Online Networks

Sep 07, 2016
Rahul Goel, Sandeep Soni, Naman Goyal, John Paparrizos, Hanna Wallach, Fernando Diaz, Jacob Eisenstein

* This paper appears in the Proceedings of the International Conference on Social Informatics (SocInfo16). The final publication is available at springer.com 

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Query Expansion with Locally-Trained Word Embeddings

Jun 23, 2016
Fernando Diaz, Bhaskar Mitra, Nick Craswell


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Real-Time Web Scale Event Summarization Using Sequential Decision Making

May 12, 2016
Chris Kedzie, Fernando Diaz, Kathleen McKeown

* in Proceedings of the 25th International Joint Conference on Artificial Intelligence 2016 

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An Improved Discrete Bat Algorithm for Symmetric and Asymmetric Traveling Salesman Problems

Apr 14, 2016
Eneko Osaba, Xin-She Yang, Fernando Diaz, Pedro Lopez-Garcia, Roberto Carballedo

* Engineering Applications of Artificial Intelligence, 48 (1), 59-71 (2016) 
* 1 figure, 8 tables 

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Exploratory Gradient Boosting for Reinforcement Learning in Complex Domains

Mar 14, 2016
David Abel, Alekh Agarwal, Fernando Diaz, Akshay Krishnamurthy, Robert E. Schapire


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