Rishabh

Mehrotra

Publications

2017

  • Rishabh Mehrotra, Ashton Anderson, Fernando Diaz, Amit Sharma, Hanna Wallach and Emine Yilmaz, Auditing Search Engines for Differential Performance Across Demographics at WWW 2017: 26th International World Wide Web Conference, Australia.
     
  • Rishabh Mehrotra, Imed Zitouni, Ahmed Hassan Awadallah, Milad Shokouhi and Ahmed El Kholy, Identifying User Sessions in Interactions with Intelligent Assistants at WWW 2017: 26th International World Wide Web Conference (Poster track), Australia.
     

2016

  • Rishabh Mehrotra, Emine Yilmaz, Query Log Mining for Inferring User Tasks and Needs at ECML 2016: European Conference on Machine Learning and Principles and Practice of Knowledge Discovery - Nectar Track, Italy.
     
  • Rishabh Mehrotra, Prasanta Bhattacharya, Emine Yilmaz, Uncovering Task Based Behavioral Heterogeneities in Online Search Behavior at SIGIR 2016: 39th International ACM SIGIR Conference on Research and Development in Information Retrieval, Pisa, Italy.
     
  • Rishabh Mehrotra, Paul N. Bennett, Susan Dumais, Jaime Teevan, Characterizing Cross-Domain Search Behavior at SIGIR 2016 Workshop on Heterogenous Information Access (HIA), Pisa, Italy.
     
  • Rishabh Mehrotra, Prasanta Bhattacharya, Emine Yilmaz, Deconstructing Complex Search Tasks at NAACL 2016: 15th Annual Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, San Diego, California, USA. [pdf]
     
  • Rishabh Mehrotra, Prasanta Bhattacharya, Emine Yilmaz, Characterizing Users' Multi-Tasking Behavior in Web Search at CHIIR 2016: ACM Conference on Human Information Interaction and Retrieval, Chapel Hill, North Carolina, USA. [pdf]
     
  • Prasanta Bhattacharya, Rishabh Mehrotra, The Information Network: Exploiting Causal Dependencies in Online Information Seeking at CHIIR 2016: ACM Conference on Human Information Interaction and Retrieval, Chapel Hill, North Carolina, USA. [pdf]
     

2015

  • Emine Yilmaz, Evangelos Kanoulas, Manisha Verma, Nick Craswell, Rishabh Mehrotra, Overview of the TREC 2015 Tasks Track In Proceedings of The Twenty-Fourth Text REtrieval Conference (TREC 2015), Gaithersburg, Maryland, USA, November 17-20, 2015. [pdf]
     
  • Rishabh Mehrotra, Emine Yilmaz, Terms, Topics & Tasks: Enhanced User Modelling for Better Personalization at ACM SIGIR International Conference on the Theory of Information Retrieval (ICTIR 2015) Northampton, Massachusetts (USA). [Updated version with additional links: pdf] [CMTF Toolbox Used: link]
     
  • Rishabh Mehrotra, Emine Yilmaz, Representative & Informative Query Selection for Learning to Rank using Submodular Functions at 38th Annual ACM SIGIR Conference on Research & Development on Information Retrieval (SIGIR 2015) Santiago, Chile. [pdf]
     
  • Rishabh Mehrotra, Prasanta Bhattacharya, Modeling the Evolution of User-generated Content on a Large Video Sharing Platform. In Proceedings of the Web Science Track Poster at 24th International World Wide Web Conference (WWW 2015) Florence, Italy. [pdf]
     
  • Rishabh Mehrotra, Emine Yilmaz, Towards Hierarchies of Search Tasks & Subtasks. In Proceedings of the 24th International World Wide Web Conference (WWW 2015) Florence, Italy.
     
  • Rishabh Mehrotra, Topics, Tasks & Beyond: Learning Representations for Personalization. In Proceedings of Doctoral Consortium at the 8th ACM International Conference of Web Search and Data Mining (WSDM 2015), Shanghai.
     
  • Rishabh Mehrotra, Emine Yilmaz, A Tensor Based Approach for Coupling Search Tasks and Topical Interests for User Modelling. Workshop on Heterogeneous Information Access (HIA-15) at the 8th ACM International Conference of Web Search and Data Mining (WSDM 2015), Shanghai.
     

2014

  • Rishabh Mehrotra, Emine Yilmaz, Manisha Verma, Task-Based User Modelling for Personalization via Probabilistic Matrix Factorization. In Proceedings of the ACM Conference on Recommender Systems (RecSys 2014), Silicon Valley, USA. [pdf] [Abstract]
     

Undergrad days

  • Rishabh Mehrotra, Scott Sanner, Wray Buntine, Lexing Xie, Improving LDA Topic Models for Microblogs via Automatic Tweet Labeling and Pooling. In proceedings of, 36th Annual ACM Special Interest Group on Information Retrieval Conference (SIGIR 2013), Dublin, Ireland. [pdf] [Abstract]
     
  • R. Mehrotra, D. Chu, SA Haider, I. Kakadiaris, Towards Learning Coupled Representations for Cross-Lingual Information Retrieval. In proceedings of 26th Annual Conference on Neural Information Processing Systems (NIPS 2012) Workshop xLiTe: Cross-Lingual Technologies, Lake Tahoe, Nevada, USA. [pdf] [Abstract]
     
  • R. Mehrotra, R. Agrawal, SA Haider, Dictionary based Sparse Representation for Domain Adaptation. In proceedings of 21st ACM Conference on Information and Knowledge Management CIKM 2012, Maui, USA. [pdf] [link] [Abstract]
     
  • S.A. Haider, R Mehrotra Corporate News Classification and Valence Prediction: A Supervised Approach In Proceedings of 49th Association for Computational Linguistics : ACL HLT 2011 Workshop on Computational Approaches to Subjectivity and Sentiment Analysis (WASSA 2.011), Portland, Oregon, USA. [All student authors] [pdf] [Abstract]
     
  • R.Agrawal, R.Mehrotra, A.S.Mandal, Neural Self-Organization based Rectilinear Steiner Minimal Tree Generation in 3 Dimensions In 14th International Conference on Modelling and Simulation, 2012. Cambridge. [Abstract]

Unpublished Reports

  • Unsupervised Function Word Detection in Unknown Language
    Mentored by Dr. M. Chaudhary, Microsoft Research India. (06/11-07/11)





 

 
rishabhmehrotra.com is © copyright 2011. All rights reserved.