| 2023 | ACL | Injecting knowledge into language generation: a case study in auto-charting after-visit care instructions from medical dialogue. | Maksim Eremeev, Ilya Valmianski, Xavier Amatriain, Anitha Kannan |
| 2020 | EMNLP | Dr. Summarize: Global Summarization of Medical Dialogue by Exploiting Local Structures. | Anirudh Joshi, Namit Katariya, Xavier Amatriain, Anitha Kannan |
| 2020 | KDD | Effective Transfer Learning for Identifying Similar Questions: Matching User Questions to COVID-19 FAQs. | Clara H. McCreery, Namit Katariya, Anitha Kannan, Manish Chablani, Xavier Amatriain |
| 2016 | IUI | Past, Present, and Future of Recommender Systems: An Industry Perspective. | Xavier Amatriain |
| 2016 | RecSys | Tutorial: Lessons Learned from Building Real-life Recommender Systems. | Xavier Amatriain, Deepak Agarwal |
| 2016 | RecSys | Past, Present, and Future of Recommender Systems: An Industry Perspective. | Xavier Amatriain, Justin Basilico |
| 2016 | RecSys | Recommending the World's Knowledge: Application of Recommender Systems at Quora. | Lei Yang, Xavier Amatriain |
| 2016 | WWW | Machine Learning for Q&A Sites: State of the Art and Research Directions. | Xavier Amatriain |
| 2014 | KDD | The recommender problem revisited: morning tutorial. | Xavier Amatriain, Bamshad Mobasher |
| 2014 | RecSys | The recommender problem revisited. | Xavier Amatriain |
| 2013 | CIKM | Beyond data: from user information to business value through personalized recommendations and consumer science. | Xavier Amatriain |
| 2013 | CIKM | Beyond data: from user information to business value through personalized recommendations and consumer science. | Xavier Amatriain |
| 2013 | KDD | Big & personal: data and models behind netflix recommendations. | Xavier Amatriain |
| 2012 | RecSys | Building industrial-scale real-world recommender systems. | Xavier Amatriain |
| 2012 | RecSys | Workshop on recommendation utility evaluation: beyond RMSE - RUE 2012. | Xavier Amatriain, Pablo Castells, Arjen P. de Vries, Christian Posse |
| 2010 | RecSys | Music recommendations with temporal context awareness. | Toni Cebrin, Marc Planagum, Paulo Villegas, Xavier Amatriain |
| 2010 | RecSys | Multiverse recommendation: n-dimensional tensor factorization for context-aware collaborative filtering. | Alexandros Karatzoglou, Xavier Amatriain, Linas Baltrunas, Nuria Oliver |
| 2010 | SIGIR | Temporal diversity in recommender systems. | Neal Lathia, Stephen Hailes, Licia Capra, Xavier Amatriain |
| 2009 | IJCAI | Collaborative Filtering With Adaptive Information Sources (Short Paper). | Neal Lathia, Xavier Amatriain, Josep M. Pujol |
| 2009 | RecSys | Rate it again: increasing recommendation accuracy by user re-rating. | Xavier Amatriain, Josep M. Pujol, Nava Tintarev, Nuria Oliver |
| 2009 | SIGIR | The wisdom of the few: a collaborative filtering approach based on expert opinions from the web. | Xavier Amatriain, Neal Lathia, Josep M. Pujol, Haewoon Kwak, Nuria Oliver |
| 2008 | IMC | Watching television over an IP network. | Meeyoung Cha, Pablo Rodriguez, Jon Crowcroft, Sue B. Moon, Xavier Amatriain |
| 2007 | SIGGRAPH | The allosphere: a large-scale immersive surround-view instrument. | Tobias Hllerer, JoAnn Kuchera-Morin, Xavier Amatriain |
| 2002 | OOPSLA | CLAM, yet another library for audio and music processing? | Xavier Amatriain, Pau Arum, Miguel Ramrez |
| 2002 | OOPSLA | CLAM: an OO framework for developing audio and music applications. | Xavier Amatriain, Maarten de Boer, Enrique Robledo, David Garca |