![](https://dblp.org/img/logo.ua.320x120.png)
![](https://dblp.org/img/dropdown.dark.16x16.png)
![](https://dblp.org/img/peace.dark.16x16.png)
Остановите войну!
for scientists:
![search dblp search dblp](https://dblp.org/img/search.dark.16x16.png)
![search dblp](https://dblp.org/img/search.dark.16x16.png)
default search action
Xavier Amatriain
Person information
- affiliation: Curai, Palo Alto, CA, USA
- affiliation: Quora, Los Gatos, CA, USA
- affiliation: Netflix, Los Gatos, CA, USA
- affiliation: University of California, Santa Barbara, CA, USA
- affiliation: Telefonica Research, Barcelona, Spain
Refine list
![note](https://dblp.org/img/note-mark.dark.12x12.png)
refinements active!
zoomed in on ?? of ?? records
view refined list in
export refined list as
Books and Theses
- 2005
- [b1]Xavier Amatriain:
An Object-oriented metamodel for digital signal processing with a focus on audio and music. Pompeu Fabra University, Spain, 2005
Journal Articles
- 2012
- [j6]Xavier Amatriain:
Mining large streams of user data for personalized recommendations. SIGKDD Explor. 14(2): 37-48 (2012) - 2011
- [j5]Xavier Amatriain, Pau Arumí:
Frameworks Generate Domain-Specific Languages: A Case Study in the Multimedia Domain. IEEE Trans. Software Eng. 37(4): 544-558 (2011) - 2009
- [j4]Xavier Amatriain, JoAnn Kuchera-Morin, Tobias Höllerer, Stephen Travis Pope:
The AlloSphere: Immersive Multimedia for Scientific Discovery and Artistic Exploration. IEEE Multim. 16(2): 64-75 (2009) - 2008
- [j3]Xavier Amatriain, Pau Arumí, David García:
A framework for efficient and rapid development of cross-platform audio applications. Multim. Syst. 14(1): 15-32 (2008) - 2007
- [j2]Xavier Amatriain:
CLAM: A Framework for Audio and Music Application Development. IEEE Softw. 24(1): 82-85 (2007) - [j1]Xavier Amatriain:
A Domain-Specific Metamodel for Multimedia Processing Systems. IEEE Trans. Multim. 9(6): 1284-1298 (2007)
Conference and Workshop Papers
- 2023
- [c44]Maksim Eremeev, Ilya Valmianski, Xavier Amatriain, Anitha Kannan:
Injecting knowledge into language generation: a case study in auto-charting after-visit care instructions from medical dialogue. ACL (1) 2023: 2373-2390 - [c43]Mengqian Wang, Ilya Valmianski, Xavier Amatriain, Anitha Kannan:
Learning functional sections in medical conversations: iterative pseudo-labeling and human-in-the-loop approach. MLHC 2023: 772-787 - 2022
- [c42]Raymond Li, Ilya Valmianski, Li Deng, Xavier Amatriain, Anitha Kannan:
OSLAT: Open Set Label Attention Transformer for Medical Entity Retrieval and Span Extraction. ML4H@NeurIPS 2022: 373-390 - 2021
- [c41]Rhys Compton, Ilya Valmianski, Li Deng, Costa Huang, Namit Katariya, Xavier Amatriain, Anitha Kannan:
MEDCOD: A Medically-Accurate, Emotive, Diverse, and Controllable Dialog System. ML4H@NeurIPS 2021: 110-129 - [c40]Bharath Chintagunta, Namit Katariya, Xavier Amatriain, Anitha Kannan:
Medically Aware GPT-3 as a Data Generator for Medical Dialogue Summarization. MLHC 2021: 354-372 - 2020
- [c39]Anirudh Joshi, Namit Katariya, Xavier Amatriain, Anitha Kannan:
Dr. Summarize: Global Summarization of Medical Dialogue by Exploiting Local Structures. EMNLP (Findings) 2020: 3755-3763 - [c38]Clara H. McCreery, Namit Katariya, Anitha Kannan, Manish Chablani, Xavier Amatriain:
Effective Transfer Learning for Identifying Similar Questions: Matching User Questions to COVID-19 FAQs. KDD 2020: 3458-3465 - 2019
- [c37]Viraj Prabhu, Anitha Kannan, Murali Ravuri, Manish Chaplain, David A. Sontag, Xavier Amatriain:
Few-Shot Learning for Dermatological Disease Diagnosis. MLHC 2019: 532-552 - 2018
- [c36]Murali Ravuri, Anitha Kannan, Geoffrey J. Tso, Xavier Amatriain:
Learning from the experts: From expert systems to machine-learned diagnosis models. MLHC 2018: 227-243 - 2016
- [c35]Xavier Amatriain:
Past, Present, and Future of Recommender Systems: An Industry Perspective. IUI 2016: 1 - [c34]Xavier Amatriain, Justin Basilico:
Past, Present, and Future of Recommender Systems: An Industry Perspective. RecSys 2016: 211-214 - [c33]Lei Yang, Xavier Amatriain:
Recommending the World's Knowledge: Application of Recommender Systems at Quora. RecSys 2016: 389 - [c32]Xavier Amatriain, Deepak Agarwal:
Tutorial: Lessons Learned from Building Real-life Recommender Systems. RecSys 2016: 433 - [c31]Xavier Amatriain:
Machine Learning for Q&A Sites: State of the Art and Research Directions. WWW (Companion Volume) 2016: 665 - 2014
- [c30]Xavier Amatriain, Bamshad Mobasher
:
The recommender problem revisited: morning tutorial. KDD 2014: 1971 - [c29]Xavier Amatriain:
The recommender problem revisited. RecSys 2014: 397-398 - 2013
- [c28]Xavier Amatriain:
Beyond data: from user information to business value through personalized recommendations and consumer science. CIKM 2013: 2199-2200 - [c27]Xavier Amatriain:
Beyond data: from user information to business value through personalized recommendations and consumer science. CIKM 2013: 2201-2208 - [c26]Xavier Amatriain:
Big & personal: data and models behind netflix recommendations. BigMine 2013: 1-6 - 2012
- [c25]Xavier Amatriain:
Building industrial-scale real-world recommender systems. RecSys 2012: 7-8 - [c24]Xavier Amatriain, Pablo Castells
, Arjen P. de Vries
, Christian Posse:
Workshop on recommendation utility evaluation: beyond RMSE - RUE 2012. RecSys 2012: 351-352 - 2011
- [c23]Denis Parra
, Xavier Amatriain:
Walk the Talk - Analyzing the Relation between Implicit and Explicit Feedback for Preference Elicitation. UMAP 2011: 255-268 - 2010
- [c22]Nava Tintarev, Ana Flores, Xavier Amatriain:
Off the beaten track: a mobile field study exploring the long tail of tourist recommendations. Mobile HCI 2010: 209-218 - [c21]Alexandros Karatzoglou, Xavier Amatriain, Linas Baltrunas, Nuria Oliver
:
Multiverse recommendation: n-dimensional tensor factorization for context-aware collaborative filtering. RecSys 2010: 79-86 - [c20]Josep Bachs Barrio, Xavier Amatriain Rubio:
Geolocated movie recommendations based on expert collaborative filtering. RecSys 2010: 347-348 - [c19]Toni Cebrián, Marc Planagumà, Paulo Villegas, Xavier Amatriain:
Music recommendations with temporal context awareness. RecSys 2010: 349-352 - [c18]Neal Lathia, Stephen Hailes, Licia Capra, Xavier Amatriain:
Temporal diversity in recommender systems. SIGIR 2010: 210-217 - [c17]Jae-wook Ahn, Xavier Amatriain:
Towards Fully Distributed and Privacy-Preserving Recommendations via Expert Collaborative Filtering and RESTful Linked Data. Web Intelligence 2010: 66-73 - 2009
- [c16]Neal Lathia, Xavier Amatriain, Josep M. Pujol:
Collaborative Filtering With Adaptive Information Sources (Short Paper). ITWP 2009 - [c15]Xavier Amatriain, Josep M. Pujol, Nava Tintarev, Nuria Oliver
:
Rate it again: increasing recommendation accuracy by user re-rating. RecSys 2009: 173-180 - [c14]Xavier Amatriain, Neal Lathia, Josep M. Pujol, Haewoon Kwak, Nuria Oliver
:
The wisdom of the few: a collaborative filtering approach based on expert opinions from the web. SIGIR 2009: 532-539 - [c13]Xavier Amatriain, Josep M. Pujol, Nuria Oliver
:
I Like It... I Like It Not: Evaluating User Ratings Noise in Recommender Systems. UMAP 2009: 247-258 - 2008
- [c12]Meeyoung Cha
, Pablo Rodriguez, Jon Crowcroft, Sue B. Moon, Xavier Amatriain:
Watching television over an IP network. Internet Measurement Conference 2008: 71-84 - 2007
- [c11]Xavier Amatriain, Jorge Castellanos, Tobias Höllerer, JoAnn Kuchera-Morin, Stephen Travis Pope, Graham Wakefield, Will Wolcott:
Experiencing Audio and Music in a Fully Immersive Environment. CMMR 2007: 380-400 - [c10]Xavier Amatriain, Tobias Höllerer, JoAnn Kuchera-Morin, Stephen Travis Pope:
Immersive audio and Music in the AlloSphere. ICMC 2007 - [c9]Alex Norman, Xavier Amatriain:
Data jockey, a Tool for Meta-Data Enhanced Digital DJing and Active listening. ICMC 2007 - [c8]Tobias Höllerer, JoAnn Kuchera-Morin, Xavier Amatriain:
The allosphere: a large-scale immersive surround-view instrument. EDT 2007: 3 - 2006
- [c7]Stephen Travis Pope, Xavier Amatriain, Lance Putnam, Jorge Castellanos, Ryan Avery:
Metamodels and Design Patterns in CSL4. ICMC 2006 - [c6]Xavier Amatriain, Pau Arumí, David García:
CLAM: a framework for efficient and rapid development of cross-platform audio applications. ACM Multimedia 2006: 951-954 - 2005
- [c5]Xavier Amatriain, Pau Arumí:
Developing Cross-Platform audio and Music Applications with the CLAM Framework. ICMC 2005 - [c4]Xavier Amatriain, Jordi Massaguer, David García, Ismael Mosquera:
The CLAM Annotator: A Cross-Platform Audio Descriptors Editing Tool. ISMIR 2005: 426-429 - 2002
- [c3]Xavier Amatriain, Maarten de Boer, Enrique Robledo, David García:
CLAM: an OO framework for developing audio and music applications. OOPSLA Companion 2002: 22-23 - [c2]Xavier Amatriain, Pau Arumí, Miguel Ramírez:
CLAM, yet another library for audio and music processing? OOPSLA Companion 2002: 46-47 - 2000
- [c1]Perfecto Herrera-Boyer, Xavier Amatriain, Eloi Batlle, Xavier Serra:
Towards Instrument Segmentation for Music Content Description: a Critical Review of Instrument Classification Techniques. ISMIR 2000
Parts in Books or Collections
- 2011
- [p1]Xavier Amatriain, Alejandro Jaimes, Nuria Oliver
, Josep M. Pujol:
Data Mining Methods for Recommender Systems. Recommender Systems Handbook 2011: 39-71
Editorship
- 2018
- [e3]Sole Pera, Michael D. Ekstrand, Xavier Amatriain, John O'Donovan:
Proceedings of the 12th ACM Conference on Recommender Systems, RecSys 2018, Vancouver, BC, Canada, October 2-7, 2018. ACM 2018, ISBN 978-1-4503-5901-6 [contents] - 2012
- [e2]Xavier Amatriain, Pablo Castells, Arjen P. de Vries, Christian Posse, Harald Steck:
Proceedings of the Workshop on Recommendation Utility Evaluation: Beyond RMSE, RUE 2012, Dublin, Ireland, September 9, 2012. CEUR Workshop Proceedings 910, CEUR-WS.org 2012 [contents] - 2010
- [e1]Xavier Amatriain, Marc Torrens, Paul Resnick, Markus Zanker:
Proceedings of the 2010 ACM Conference on Recommender Systems, RecSys 2010, Barcelona, Spain, September 26-30, 2010. ACM 2010, ISBN 978-1-60558-906-0 [contents]
Reference Works
- 2015
- [r2]Xavier Amatriain, Josep M. Pujol:
Data Mining Methods for Recommender Systems. Recommender Systems Handbook 2015: 227-262 - [r1]Xavier Amatriain, Justin Basilico:
Recommender Systems in Industry: A Netflix Case Study. Recommender Systems Handbook 2015: 385-419
Informal and Other Publications
- 2024
- [i20]Xavier Amatriain:
Prompt Design and Engineering: Introduction and Advanced Methods. CoRR abs/2401.14423 (2024) - [i19]Shervin Minaee, Tomás Mikolov, Narjes Nikzad, Meysam Chenaghlu, Richard Socher, Xavier Amatriain, Jianfeng Gao:
Large Language Models: A Survey. CoRR abs/2402.06196 (2024) - 2023
- [i18]Xavier Amatriain:
Transformer models: an introduction and catalog. CoRR abs/2302.07730 (2023) - [i17]Maksim Eremeev, Ilya Valmianski, Xavier Amatriain, Anitha Kannan:
Injecting knowledge into language generation: a case study in auto-charting after-visit care instructions from medical dialogue. CoRR abs/2306.03652 (2023) - 2022
- [i16]Raymond Li, Ilya Valmianski, Li Deng, Xavier Amatriain, Anitha Kannan:
OSLAT: Open Set Label Attention Transformer for Medical Entity Span Extraction. CoRR abs/2207.05817 (2022) - [i15]Mengqian Wang, Ilya Valmianski, Xavier Amatriain, Anitha Kannan:
Learning functional sections in medical conversations: iterative pseudo-labeling and human-in-the-loop approach. CoRR abs/2210.02658 (2022) - 2021
- [i14]Bharath Chintagunta, Namit Katariya, Xavier Amatriain, Anitha Kannan:
Medically Aware GPT-3 as a Data Generator for Medical Dialogue Summarization. CoRR abs/2110.07356 (2021) - [i13]Varun Nair, Namit Katariya, Xavier Amatriain, Ilya Valmianski, Anitha Kannan:
Adding more data does not always help: A study in medical conversation summarization with PEGASUS. CoRR abs/2111.07564 (2021) - [i12]Rhys Compton, Ilya Valmianski, Li Deng, Costa Huang, Namit Katariya, Xavier Amatriain, Anitha Kannan:
MEDCOD: A Medically-Accurate, Emotive, Diverse, and Controllable Dialog System. CoRR abs/2111.09381 (2021) - 2020
- [i11]Anitha Kannan, Richard Chen, Vignesh Venkataraman, Geoffrey J. Tso, Xavier Amatriain:
COVID-19 in differential diagnosis of online symptom assessments. CoRR abs/2008.03323 (2020) - [i10]Clara H. McCreery, Namit Katariya, Anitha Kannan, Manish Chablani, Xavier Amatriain:
Effective Transfer Learning for Identifying Similar Questions: Matching User Questions to COVID-19 FAQs. CoRR abs/2008.13546 (2020) - [i9]Anirudh Joshi, Namit Katariya, Xavier Amatriain, Anitha Kannan:
Dr. Summarize: Global Summarization of Medical Dialogue by Exploiting Local Structures. CoRR abs/2009.08666 (2020) - [i8]Ali Mottaghi, Prathusha K. Sarma, Xavier Amatriain, Serena Yeung, Anitha Kannan:
Medical symptom recognition from patient text: An active learning approach for long-tailed multilabel distributions. CoRR abs/2011.06874 (2020) - 2019
- [i7]Viraj Prabhu, Anitha Kannan, Geoffrey J. Tso, Namit Katariya, Manish Chablani, David A. Sontag, Xavier Amatriain:
Open Set Medical Diagnosis. CoRR abs/1910.02830 (2019) - [i6]Sam Shleifer, Manish Chablani, Namit Katariya, Anitha Kannan, Xavier Amatriain:
Classification As Decoder: Trading Flexibility For Control In Neural Dialogue. CoRR abs/1910.03476 (2019) - [i5]Clara McCreery, Namit Katariya, Anitha Kannan, Manish Chablani, Xavier Amatriain:
Domain-Relevant Embeddings for Medical Question Similarity. CoRR abs/1910.04192 (2019) - [i4]Sam Shleifer, Manish Chablani, Anitha Kannan, Namit Katariya, Xavier Amatriain:
Classification as Decoder: Trading Flexibility for Control in Medical Dialogue. CoRR abs/1911.08554 (2019) - [i3]Anitha Kannan, Jason Alan Fries, Eric Kramer, Jen Jen Chen, Nigam Shah, Xavier Amatriain:
The accuracy vs. coverage trade-off in patient-facing diagnosis models. CoRR abs/1912.08041 (2019) - 2018
- [i2]Murali Ravuri, Anitha Kannan, Geoffrey J. Tso, Xavier Amatriain:
Learning from the experts: From expert systems to machine learned diagnosis models. CoRR abs/1804.08033 (2018) - [i1]Viraj Prabhu, Anitha Kannan, Murali Ravuri, Manish Chablani, David A. Sontag, Xavier Amatriain:
Prototypical Clustering Networks for Dermatological Disease Diagnosis. CoRR abs/1811.03066 (2018)
Coauthor Index
![](https://dblp.org/img/cog.dark.24x24.png)
manage site settings
To protect your privacy, all features that rely on external API calls from your browser are turned off by default. You need to opt-in for them to become active. All settings here will be stored as cookies with your web browser. For more information see our F.A.Q.
Unpaywalled article links
Add open access links from to the list of external document links (if available).
Privacy notice: By enabling the option above, your browser will contact the API of unpaywall.org to load hyperlinks to open access articles. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Unpaywall privacy policy.
Archived links via Wayback Machine
For web page which are no longer available, try to retrieve content from the of the Internet Archive (if available).
Privacy notice: By enabling the option above, your browser will contact the API of archive.org to check for archived content of web pages that are no longer available. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Internet Archive privacy policy.
Reference lists
Add a list of references from ,
, and
to record detail pages.
load references from crossref.org and opencitations.net
Privacy notice: By enabling the option above, your browser will contact the APIs of crossref.org, opencitations.net, and semanticscholar.org to load article reference information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Crossref privacy policy and the OpenCitations privacy policy, as well as the AI2 Privacy Policy covering Semantic Scholar.
Citation data
Add a list of citing articles from and
to record detail pages.
load citations from opencitations.net
Privacy notice: By enabling the option above, your browser will contact the API of opencitations.net and semanticscholar.org to load citation information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the OpenCitations privacy policy as well as the AI2 Privacy Policy covering Semantic Scholar.
OpenAlex data
Load additional information about publications from .
Privacy notice: By enabling the option above, your browser will contact the API of openalex.org to load additional information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the information given by OpenAlex.
last updated on 2024-08-05 20:22 CEST by the dblp team
all metadata released as open data under CC0 1.0 license
see also: Terms of Use | Privacy Policy | Imprint