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Joint Multisided Exposure Fairness for Recommendation


Apr 29, 2022
Haolun Wu, Bhaskar Mitra, Chen Ma, Fernando Diaz, Xue Liu


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Bayesian Ridge Regression Based Model to Predict Fault Location in HVdc Network


Feb 26, 2022
Timothy Flavin, Thomas Steiner, Bhaskar Mitra, Vidhyashree nagaraju

* arXiv admin note: text overlap with arXiv:2201.08263 

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Less is Less: When Are Snippets Insufficient for Human vs Machine Relevance Estimation?


Jan 21, 2022
Gabriella Kazai, Bhaskar Mitra, Anlei Dong, Nick Craswell, Linjun Yang


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Fault location in High Voltage Multi-terminal dc Networks Using Ensemble Learning


Jan 20, 2022
Timothy Flavin, Bhaskar Mitra, Vidhyashree Nagaraju, Rounak Meyur


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Revisiting Popularity and Demographic Biases in Recommender Evaluation and Effectiveness


Oct 15, 2021
Nicola Neophytou, Bhaskar Mitra, Catherine Stinson


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Exposing Query Identification for Search Transparency


Oct 14, 2021
Ruohan Li, Jianxiang Li, Bhaskar Mitra, Fernando Diaz, Asia J. Biega


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Intra-Document Cascading: Learning to Select Passages for Neural Document Ranking


May 20, 2021
Sebastian Hofstätter, Bhaskar Mitra, Hamed Zamani, Nick Craswell, Allan Hanbury

* Accepted at SIGIR 2021 (Full Paper Track) 

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Multi-FR: A Multi-Objective Optimization Method for Achieving Two-sided Fairness in E-commerce Recommendation


May 12, 2021
Haolun Wu, Chen Ma, Bhaskar Mitra, Fernando Diaz, Xue Liu

* 11 pages 

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Not All Relevance Scores are Equal: Efficient Uncertainty and Calibration Modeling for Deep Retrieval Models


May 10, 2021
Daniel Cohen, Bhaskar Mitra, Oleg Lesota, Navid Rekabsaz, Carsten Eickhoff

* ACM SIGIR preprint 

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MS MARCO: Benchmarking Ranking Models in the Large-Data Regime


May 09, 2021
Nick Craswell, Bhaskar Mitra, Emine Yilmaz, Daniel Campos, Jimmy Lin


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A Multi-Objective Optimization Method for Achieving Two-sided Fairness in E-commerce Recommendation


May 06, 2021
Haolun Wu, Chen Ma, Bhaskar Mitra, Fernando Diaz, Xue Liu

* 11 pages 

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TREC Deep Learning Track: Reusable Test Collections in the Large Data Regime


Apr 19, 2021
Nick Craswell, Bhaskar Mitra, Emine Yilmaz, Daniel Campos, Ellen M. Voorhees, Ian Soboroff

* arXiv admin note: text overlap with arXiv:2003.07820 

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Improving Transformer-Kernel Ranking Model Using Conformer and Query Term Independence


Apr 19, 2021
Bhaskar Mitra, Sebastian Hofstatter, Hamed Zamani, Nick Craswell

* arXiv admin note: substantial text overlap with arXiv:2007.10434 

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Significant Improvements over the State of the Art? A Case Study of the MS MARCO Document Ranking Leaderboard


Feb 25, 2021
Jimmy Lin, Daniel Campos, Nick Craswell, Bhaskar Mitra, Emine Yilmaz


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Overview of the TREC 2020 deep learning track


Feb 15, 2021
Nick Craswell, Bhaskar Mitra, Emine Yilmaz, Daniel Campos

* arXiv admin note: substantial text overlap with arXiv:2003.07820 

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Tip of the Tongue Known-Item Retrieval: A Case Study in Movie Identification


Jan 18, 2021
Jaime Arguello, Adam Ferguson, Emery Fine, Bhaskar Mitra, Hamed Zamani, Fernando Diaz


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Neural Methods for Effective, Efficient, and Exposure-Aware Information Retrieval


Dec 21, 2020
Bhaskar Mitra

* PhD thesis, Univ College London (2020) 

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Conformer-Kernel with Query Term Independence at TREC 2020 Deep Learning Track


Nov 14, 2020
Bhaskar Mitra, Sebastian Hofstatter, Hamed Zamani, Nick Craswell


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Conformer-Kernel with Query Term Independence for Document Retrieval


Jul 20, 2020
Bhaskar Mitra, Sebastian Hofstatter, Hamed Zamani, Nick Craswell


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ORCAS: 18 Million Clicked Query-Document Pairs for Analyzing Search


Jun 09, 2020
Nick Craswell, Daniel Campos, Bhaskar Mitra, Emine Yilmaz, Bodo Billerbeck


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On the Reliability of Test Collections for Evaluating Systems of Different Types


Apr 28, 2020
Emine Yilmaz, Nick Craswell, Bhaskar Mitra, Daniel Campos


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Overview of the TREC 2019 deep learning track


Mar 18, 2020
Nick Craswell, Bhaskar Mitra, Emine Yilmaz, Daniel Campos, Ellen M. Voorhees


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Duet at TREC 2019 Deep Learning Track


Dec 10, 2019
Bhaskar Mitra, Nick Craswell


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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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An Updated Duet Model for Passage Re-ranking


Mar 18, 2019
Bhaskar Mitra, Nick Craswell


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MS MARCO: A Human Generated MAchine Reading COmprehension Dataset


Oct 31, 2018
Payal Bajaj, Daniel Campos, Nick Craswell, Li Deng, Jianfeng Gao, Xiaodong Liu, Rangan Majumder, Andrew McNamara, Bhaskar Mitra, Tri Nguyen, Mir Rosenberg, Xia Song, Alina Stoica, Saurabh Tiwary, Tong Wang


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Toward Incorporation of Relevant Documents in word2vec


Apr 04, 2018
Navid Rekabsaz, Bhaskar Mitra, Mihai Lupu, Allan Hanbury

* Neu-IR Workshop at the ACM Conference on Research and Development in Information Retrieval (NeuIR-SIGIR 2017) 

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Reply With: Proactive Recommendation of Email Attachments


Nov 16, 2017
Christophe Van Gysel, Bhaskar Mitra, Matteo Venanzi, Roy Rosemarin, Grzegorz Kukla, Piotr Grudzien, Nicola Cancedda

* CIKM2017. Proceedings of the 26th ACM International Conference on Information and Knowledge Management. 2017 

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Neural Networks for Information Retrieval


Jul 13, 2017
Tom Kenter, Alexey Borisov, Christophe Van Gysel, Mostafa Dehghani, Maarten de Rijke, Bhaskar Mitra

* Overview of full-day tutorial at SIGIR 2017 

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Query Expansion with Locally-Trained Word Embeddings


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


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