2022

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Mostra: A Flexible Balancing Framework to Trade-off User, Artist and Platform Objectives for Music Sequencing
Emanuele Bugliarello | Rishabh Mehrotra | James Kirk | Mounia Lalmas
WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25 - 29, 2022

2021

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Shifting Consumption towards Diverse Content on Music Streaming Platforms
Christian Hansen | Rishabh Mehrotra | Casper Hansen | Brian Brost | Lucas Maystre | Mounia Lalmas
WSDM '21, The Fourteenth ACM International Conference on Web Search and Data Mining, Virtual Event, Israel, March 8-12, 2021

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Multi-Task Learning of Graph-based Inductive Representations of Music Content
Antonia Saravanou | Federico Tomasi | Rishabh Mehrotra | Mounia Lalmas
Proceedings of the 22nd International Society for Music Information Retrieval Conference, ISMIR 2021, Online, November 7-12, 2021

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Algorithmic Balancing of Familiarity, Similarity, & Discovery in Music Recommendations
Rishabh Mehrotra
CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1 - 5, 2021

2020

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Report on the WSDM 2020 workshop on state-based user modelling (SUM'20)
Sahan Bulathwela | María Pérez-Ortiz | Rishabh Mehrotra | Davor Orlic | Colin de la Higuera | John Shawe-Taylor | Emine Yilmaz
2020 Volume 54 Issue 1

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Special issue on learning from user interactions
Rishabh Mehrotra | Ahmed Hassan Awadallah | Emine Yilmaz
2020 Volume 23 Issue 6

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SUM'20: State-based User Modelling
Sahan Bulathwela | María Pérez-Ortiz | Rishabh Mehrotra | Davor Orlic | Colin de la Higuera | John Shawe-Taylor | Emine Yilmaz
WSDM '20: The Thirteenth ACM International Conference on Web Search and Data Mining, Houston, TX, USA, February 3-7, 2020

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Query Understanding for Surfacing Under-served Music Content
Federico Tomasi | Rishabh Mehrotra | Aasish Pappu | Judith Bütepage | Brian Brost | Hugo Galvão | Mounia Lalmas
CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, Virtual Event, Ireland, October 19-23, 2020

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Leveraging Behavioral Heterogeneity Across Markets for Cross-Market Training of Recommender Systems
Kevin Roitero | Ben Carterette | Rishabh Mehrotra | Mounia Lalmas
Companion of The 2020 Web Conference 2020, Taipei, Taiwan, April 20-24, 2020

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Algorithmic Effects on the Diversity of Consumption on Spotify
Ashton Anderson | Lucas Maystre | Ian Anderson | Rishabh Mehrotra | Mounia Lalmas
WWW '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020

2019

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Deriving User- and Content-specific Rewards for Contextual Bandits
Paolo Dragone | Rishabh Mehrotra | Mounia Lalmas
The World Wide Web Conference, WWW 2019, San Francisco, CA, USA, May 13-17, 2019

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The Music Streaming Sessions Dataset
Brian Brost | Rishabh Mehrotra | Tristan Jehan
The World Wide Web Conference, WWW 2019, San Francisco, CA, USA, May 13-17, 2019

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Jointly Leveraging Intent and Interaction Signals to Predict User Satisfaction with Slate Recommendations
Rishabh Mehrotra | Mounia Lalmas | Doug Kenney | Thomas Lim-Meng | Golli Hashemian
The World Wide Web Conference, WWW 2019, San Francisco, CA, USA, May 13-17, 2019

2018

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Inferring User Needs & Tasks from User Interactions
Rishabh Mehrotra
2018 Volume 52 Issue 2

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LearnIR: WSDM 2018 Workshop on Learning from User Interactions
Rishabh Mehrotra | Ahmed Hassan Awadallah | Emine Yilmaz
Proceedings of the Eleventh ACM International Conference on Web Search and Data Mining, WSDM 2018, Marina Del Rey, CA, USA, February 5-9, 2018

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Towards a Fair Marketplace: Counterfactual Evaluation of the trade-off between Relevance, Fairness & Satisfaction in Recommendation Systems
Rishabh Mehrotra | James McInerney | Hugues Bouchard | Mounia Lalmas | Fernando Diaz
Proceedings of the 27th ACM International Conference on Information and Knowledge Management, CIKM 2018, Torino, Italy, October 22-26, 2018

2017

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TREC 2017 Tasks Track Overview
Evangelos Kanoulas | Emine Yilmaz | Rishabh Mehrotra | Ben Carterette | Nick Craswell | Peter Bailey
Proceedings of The Twenty-Sixth Text REtrieval Conference, TREC 2017, Gaithersburg, Maryland, USA, November 15-17, 2017

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Characterizing and Predicting Supply-side Engagement on Video Sharing Platforms Using a Hawkes Process Model
Rishabh Mehrotra | Prasanta Bhattacharya
Proceedings of the ACM SIGIR International Conference on Theory of Information Retrieval, ICTIR 2017, Amsterdam, The Netherlands, October 1-4, 2017

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Extracting Hierarchies of Search Tasks & Subtasks via a Bayesian Nonparametric Approach
Rishabh Mehrotra | Emine Yilmaz
Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval, Shinjuku, Tokyo, Japan, August 7-11, 2017

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User Interaction Sequences for Search Satisfaction Prediction
Rishabh Mehrotra | Imed Zitouni | Ahmed Hassan Awadallah | Ahmed El Kholy | Madian Khabsa
Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval, Shinjuku, Tokyo, Japan, August 7-11, 2017

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Task Embeddings: Learning Query Embeddings using Task Context
Rishabh Mehrotra | Emine Yilmaz
Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, CIKM 2017, Singapore, November 06 - 10, 2017

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Deep Sequential Models for Task Satisfaction Prediction
Rishabh Mehrotra | Ahmed Hassan Awadallah | Milad Shokouhi | Emine Yilmaz | Imed Zitouni | Ahmed El Kholy | Madian Khabsa
Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, CIKM 2017, Singapore, November 06 - 10, 2017

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Identifying User Sessions in Interactions with Intelligent Digital Assistants
Rishabh Mehrotra | Ahmed El Kholy | Imed Zitouni | Milad Shokouhi | Ahmed Hassan
Proceedings of the 26th International Conference on World Wide Web Companion, Perth, Australia, April 3-7, 2017

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Auditing Search Engines for Differential Satisfaction Across Demographics
Rishabh Mehrotra | Ashton Anderson | Fernando Diaz | Amit Sharma | Hanna M. Wallach | Emine Yilmaz
Proceedings of the 26th International Conference on World Wide Web Companion, Perth, Australia, April 3-7, 2017

2016

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Overview of the TREC Tasks Track 2016
Manisha Verma | Emine Yilmaz | Rishabh Mehrotra | Evangelos Kanoulas | Ben Carterette | Nick Craswell | Peter Bailey
Proceedings of The Twenty-Fifth Text REtrieval Conference, TREC 2016, Gaithersburg, Maryland, USA, November 15-18, 2016

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Uncovering Task Based Behavioral Heterogeneities in Online Search Behavior
Rishabh Mehrotra | Prasanta Bhattacharya | Emine Yilmaz
Proceedings of the 39th International ACM SIGIR conference on Research and Development in Information Retrieval, SIGIR 2016, Pisa, Italy, July 17-21, 2016

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Characterizing Users' Multi-Tasking Behavior in Web Search
Rishabh Mehrotra | Prasanta Bhattacharya | Emine Yilmaz
Proceedings of the 2016 ACM Conference on Human Information Interaction and Retrieval, CHIIR 2016, Carrboro, North Carolina, USA, March 13-17, 2016

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The Information Network: Exploiting Causal Dependencies in Online Information Seeking
Prasanta Bhattacharya | Rishabh Mehrotra
Proceedings of the 2016 ACM Conference on Human Information Interaction and Retrieval, CHIIR 2016, Carrboro, North Carolina, USA, March 13-17, 2016

2015

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Topics, Tasks & Beyond: Learning Representations for Personalization
Rishabh Mehrotra
Proceedings of the Eighth ACM International Conference on Web Search and Data Mining, WSDM 2015, Shanghai, China, February 2-6, 2015

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Overview of the TREC 2015 Tasks Track
Emine Yilmaz | Manisha Verma | Rishabh Mehrotra | Evangelos Kanoulas | Ben Carterette | Nick Craswell
Proceedings of The Twenty-Fourth Text REtrieval Conference, TREC 2015, Gaithersburg, Maryland, USA, November 17-20, 2015

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Terms, Topics & Tasks: Enhanced User Modelling for Better Personalization
Rishabh Mehrotra | Emine Yilmaz
Proceedings of the 2015 International Conference on The Theory of Information Retrieval, ICTIR 2015, Northampton, Massachusetts, USA, September 27-30, 2015

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Representative & Informative Query Selection for Learning to Rank using Submodular Functions
Rishabh Mehrotra | Emine Yilmaz
Proceedings of the 38th International ACM SIGIR Conference on Research and Development in Information Retrieval, Santiago, Chile, August 9-13, 2015

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Modeling the Evolution of User-generated Content on a Large Video Sharing Platform
Rishabh Mehrotra | Prasanta Bhattacharya
Proceedings of the 24th International Conference on World Wide Web Companion, WWW 2015, Florence, Italy, May 18-22, 2015 - Companion Volume

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Towards Hierarchies of Search Tasks & Subtasks
Rishabh Mehrotra | Emine Yilmaz
Proceedings of the 24th International Conference on World Wide Web Companion, WWW 2015, Florence, Italy, May 18-22, 2015 - Companion Volume

2013

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Improving LDA topic models for microblogs via tweet pooling and automatic labeling
Rishabh Mehrotra | Scott Sanner | Wray L. Buntine | Lexing Xie
The 36th International ACM SIGIR conference on research and development in Information Retrieval, SIGIR '13, Dublin, Ireland - July 28 - August 01, 2013

2012

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Dictionary based sparse representation for domain adaptation
Rishabh Mehrotra | Rushabh Agrawal | Syed Aqueel Haider
21st ACM International Conference on Information and Knowledge Management, CIKM'12, Maui, HI, USA, October 29 - November 02, 2012

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