IR
Anthology
Community
Rishabh
Mehrotra
2025
doi
dblp
Improving FIM Code Completions via Context & Curriculum Based Learning.
Hitesh Sagtani
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Rishabh Mehrotra
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Beyang Liu
Proceedings of the Eighteenth ACM International Conference on Web Search and Data Mining, WSDM 2025, Hannover, Germany, March 10-14, 2025
2024
doi
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Ad-load Balancing via Off-policy Learning in a Content Marketplace.
Hitesh Sagtani
|
Madan Gopal Jhawar
|
Rishabh Mehrotra
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Olivier Jeunen
Proceedings of the 17th ACM International Conference on Web Search and Data Mining, WSDM 2024, Merida, Mexico, March 4-8, 2024
2023
doi
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Exploiting Sequential Music Preferences via Optimisation-Based Sequencing.
Mounia Lalmas
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Ankit Agrawal
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Dmitrii Moor
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Yi Yuan
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Rishabh Mehrotra
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Zhenwen Dai
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Ankit Agrawal
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Mounia Lalmas
Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, CIKM 2023, Birmingham, United Kingdom, October 21-25, 2023
doi
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On Gradient Boosted Decision Trees and Neural Rankers: A Case-Study on Short-Video Recommendations at ShareChat.
Olivier Jeunen
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Hitesh Sagtani
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Himanshu Doi
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Rasul Karimov
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Neeti Pokharna
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Md. Danish Kalim
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Aleksei Ustimenko
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Christopher Green
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Rishabh Mehrotra
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Wenzhe Shi
Proceedings of the 15th Annual Meeting of the Forum for Information Retrieval Evaluation, FIRE 2023, Panjim, India, December 15-18, 2023
doi
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Quantifying and Leveraging User Fatigue for Interventions in Recommender Systems.
Hitesh Sagtani
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Madan Gopal Jhawar
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Akshat Gupta
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Rishabh Mehrotra
Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2023, Taipei, Taiwan, July 23-27, 2023
doi
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MEMER - Multimodal Encoder for Multi-signal Early-stage Recommendations.
Mohit Agarwal
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Srijan Saket
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Rishabh Mehrotra
Companion Proceedings of the ACM Web Conference 2023, WWW 2023, Austin, TX, USA, 30 April 2023 - 4 May 2023
2022
doi
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Mostra: A Flexible Balancing Framework to Trade-off User, Artist and Platform Objectives for Music Sequencing.
Emanuele Bugliarello
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Rishabh Mehrotra
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James Kirk
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Mounia Lalmas
WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25 - 29, 2022
2021
doi
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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
dblp
Multi-Task Learning of Graph-based Inductive Representations of Music Content.
Antonia Saravanou
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Federico Tomasi
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Rishabh Mehrotra
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Mounia Lalmas
Proceedings of the 22nd International Society for Music Information Retrieval Conference, ISMIR 2021, Online, November 7-12, 2021
doi
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Shifting Consumption towards Diverse Content on Music Streaming Platforms.
Christian Hansen
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Rishabh Mehrotra
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Casper Hansen
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Brian Brost
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Lucas Maystre
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Mounia Lalmas
WSDM '21, The Fourteenth ACM International Conference on Web Search and Data Mining, Virtual Event, Israel, March 8-12, 2021
2020
doi
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Report on the WSDM 2020 workshop on state-based user modelling (SUM'20).
Sahan Bulathwela
|
María Pérez-Ortiz
|
Rishabh Mehrotra
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Davor Orlic
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Colin de la Higuera
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John Shawe-Taylor
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Emine Yilmaz
SIGIR Forum 2020 Volume 54 Issue 1
doi
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Special issue on learning from user interactions.
Rishabh Mehrotra
|
Ahmed Hassan Awadallah
|
Emine Yilmaz
Discover Computing 2020 Volume 23 Issue 6
doi
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Query Understanding for Surfacing Under-served Music Content.
Federico Tomasi
|
Rishabh Mehrotra
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Aasish Pappu
|
Judith Bütepage
|
Brian Brost
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Hugo Galvão
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Mounia Lalmas
CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, Virtual Event, Ireland, October 19-23, 2020
doi
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SUM'20: State-based User Modelling.
Sahan Bulathwela
|
María Pérez-Ortiz
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Rishabh Mehrotra
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Davor Orlic
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Colin de la Higuera
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John Shawe-Taylor
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Emine Yilmaz
WSDM '20: The Thirteenth ACM International Conference on Web Search and Data Mining, Houston, TX, USA, February 3-7, 2020
doi
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Algorithmic Effects on the Diversity of Consumption on Spotify.
Ashton Anderson
|
Lucas Maystre
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Ian Anderson
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Rishabh Mehrotra
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Mounia Lalmas
WWW '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020
doi
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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
2019
doi
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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
doi
dblp
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
doi
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Jointly Leveraging Intent and Interaction Signals to Predict User Satisfaction with Slate Recommendations.
Rishabh Mehrotra
|
Mounia Lalmas
|
Doug Kenney
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Thomas Lim-Meng
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Golli Hashemian
The World Wide Web Conference, WWW 2019, San Francisco, CA, USA, May 13-17, 2019
2018
doi
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Inferring User Needs & Tasks from User Interactions.
Rishabh Mehrotra
SIGIR Forum 2018 Volume 52 Issue 2
doi
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Towards a Fair Marketplace: Counterfactual Evaluation of the trade-off between Relevance, Fairness & Satisfaction in Recommendation Systems.
Rishabh Mehrotra
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James McInerney
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Hugues Bouchard
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Mounia Lalmas
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Fernando Diaz
Proceedings of the 27th ACM International Conference on Information and Knowledge Management, CIKM 2018, Torino, Italy, October 22-26, 2018
doi
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LearnIR: WSDM 2018 Workshop on Learning from User Interactions.
Rishabh Mehrotra
|
Ahmed Hassan Awadallah
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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
2017
doi
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Deep Sequential Models for Task Satisfaction Prediction.
Rishabh Mehrotra
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Ahmed Hassan Awadallah
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Milad Shokouhi
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Emine Yilmaz
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Imed Zitouni
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Ahmed El Kholy
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Madian Khabsa
Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, CIKM 2017, Singapore, November 06 - 10, 2017
doi
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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
doi
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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
doi
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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
doi
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User Interaction Sequences for Search Satisfaction Prediction.
Rishabh Mehrotra
|
Imed Zitouni
|
Ahmed Hassan Awadallah
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Ahmed El Kholy
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Madian Khabsa
Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval, Shinjuku, Tokyo, Japan, August 7-11, 2017
dblp
TREC 2017 Tasks Track Overview.
Evangelos Kanoulas
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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
doi
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Auditing Search Engines for Differential Satisfaction Across Demographics.
Rishabh Mehrotra
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Ashton Anderson
|
Fernando Diaz
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Amit Sharma
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Hanna M. Wallach
|
Emine Yilmaz
Proceedings of the 26th International Conference on World Wide Web Companion, Perth, Australia, April 3-7, 2017
doi
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Identifying User Sessions in Interactions with Intelligent Digital Assistants.
Rishabh Mehrotra
|
Ahmed El Kholy
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Imed Zitouni
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Milad Shokouhi
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Ahmed Hassan
Proceedings of the 26th International Conference on World Wide Web Companion, Perth, Australia, April 3-7, 2017
2016
doi
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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
doi
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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
doi
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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
dblp
Overview of the TREC Tasks Track 2016.
Manisha Verma
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Emine Yilmaz
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Rishabh Mehrotra
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Evangelos Kanoulas
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Ben Carterette
|
Nick Craswell
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Peter Bailey
Proceedings of The Twenty-Fifth Text REtrieval Conference, TREC 2016, Gaithersburg, Maryland, USA, November 15-18, 2016
2015
doi
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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
doi
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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
dblp
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
doi
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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
doi
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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
doi
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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
doi
dblp
Improving LDA topic models for microblogs via tweet pooling and automatic labeling.
Rishabh Mehrotra
|
Scott Sanner
|
Sarvnaz Karimi
|
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
doi
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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