Prompt Design and Engineering: Introduction and Advanced Methods. - Amatriain, Xavier (CoRR, 2024)

Large Language Models: A Survey. - Minaee, Shervin; Mikolov, Tomás; Nikzad, Narjes; Chenaghlu, Meysam; Socher, Richard; Amatriain, Xavier; Gao, Jianfeng (CoRR, 2024)

Injecting knowledge into language generation: a case study in auto-charting after-visit care instructions from medical dialogue. - Eremeev, Maksim; Valmianski, Ilya; Amatriain, Xavier; Kannan, Anitha (2023)

Learning functional sections in medical conversations: iterative pseudo-labeling and human-in-the-loop approach. - Wang, Mengqian; Valmianski, Ilya; Amatriain, Xavier; Kannan, Anitha (2023)

Transformer models: an introduction and catalog. - Amatriain, Xavier (CoRR, 2023)

Injecting knowledge into language generation: a case study in auto-charting after-visit care instructions from medical dialogue. - Eremeev, Maksim; Valmianski, Ilya; Amatriain, Xavier; Kannan, Anitha (CoRR, 2023)

OSLAT: Open Set Label Attention Transformer for Medical Entity Retrieval and Span Extraction. - Li, Raymond; Valmianski, Ilya; Deng, Li; Amatriain, Xavier; Kannan, Anitha (2022)

OSLAT: Open Set Label Attention Transformer for Medical Entity Span Extraction. - Li, Raymond; Valmianski, Ilya; Deng, Li; Amatriain, Xavier; Kannan, Anitha (CoRR, 2022)

Learning functional sections in medical conversations: iterative pseudo-labeling and human-in-the-loop approach. - Wang, Mengqian; Valmianski, Ilya; Amatriain, Xavier; Kannan, Anitha (CoRR, 2022)

MEDCOD: A Medically-Accurate, Emotive, Diverse, and Controllable Dialog System. - Compton, Rhys; Valmianski, Ilya; Deng, Li; Huang, Costa; Katariya, Namit; Amatriain, Xavier; Kannan, Anitha (2021)

Medically Aware GPT-3 as a Data Generator for Medical Dialogue Summarization. - Chintagunta, Bharath; Katariya, Namit; Amatriain, Xavier; Kannan, Anitha (2021)

Medically Aware GPT-3 as a Data Generator for Medical Dialogue Summarization. - Chintagunta, Bharath; Katariya, Namit; Amatriain, Xavier; Kannan, Anitha (CoRR, 2021)

Adding more data does not always help: A study in medical conversation summarization with PEGASUS. - Nair, Varun; Katariya, Namit; Amatriain, Xavier; Valmianski, Ilya; Kannan, Anitha (CoRR, 2021)

MEDCOD: A Medically-Accurate, Emotive, Diverse, and Controllable Dialog System. - Compton, Rhys; Valmianski, Ilya; Deng, Li; Huang, Costa; Katariya, Namit; Amatriain, Xavier; Kannan, Anitha (CoRR, 2021)

Dr. Summarize: Global Summarization of Medical Dialogue by Exploiting Local Structures. - Joshi, Anirudh; Katariya, Namit; Amatriain, Xavier; Kannan, Anitha (2020)

Effective Transfer Learning for Identifying Similar Questions: Matching User Questions to COVID-19 FAQs. - McCreery, Clara H.; Katariya, Namit; Kannan, Anitha; Chablani, Manish; Amatriain, Xavier (2020)

COVID-19 in differential diagnosis of online symptom assessments. - Kannan, Anitha; Chen, Richard; Venkataraman, Vignesh; Tso, Geoffrey J.; Amatriain, Xavier (CoRR, 2020)

Effective Transfer Learning for Identifying Similar Questions: Matching User Questions to COVID-19 FAQs. - McCreery, Clara H.; Katariya, Namit; Kannan, Anitha; Chablani, Manish; Amatriain, Xavier (CoRR, 2020)

Dr. Summarize: Global Summarization of Medical Dialogue by Exploiting Local Structures. - Joshi, Anirudh; Katariya, Namit; Amatriain, Xavier; Kannan, Anitha (CoRR, 2020)

Medical symptom recognition from patient text: An active learning approach for long-tailed multilabel distributions. - Mottaghi, Ali; Sarma, Prathusha K.; Amatriain, Xavier; Yeung, Serena; Kannan, Anitha (CoRR, 2020)

Few-Shot Learning for Dermatological Disease Diagnosis. - Prabhu, Viraj; Kannan, Anitha; Ravuri, Murali; Chaplain, Manish; Sontag, David A.; Amatriain, Xavier (2019)

Open Set Medical Diagnosis. - Prabhu, Viraj; Kannan, Anitha; Tso, Geoffrey J.; Katariya, Namit; Chablani, Manish; Sontag, David A.; Amatriain, Xavier (CoRR, 2019)

Classification As Decoder: Trading Flexibility For Control In Neural Dialogue. - Shleifer, Sam; Chablani, Manish; Katariya, Namit; Kannan, Anitha; Amatriain, Xavier (CoRR, 2019)

Domain-Relevant Embeddings for Medical Question Similarity. - McCreery, Clara; Katariya, Namit; Kannan, Anitha; Chablani, Manish; Amatriain, Xavier (CoRR, 2019)

Classification as Decoder: Trading Flexibility for Control in Medical Dialogue. - Shleifer, Sam; Chablani, Manish; Kannan, Anitha; Katariya, Namit; Amatriain, Xavier (CoRR, 2019)

The accuracy vs. coverage trade-off in patient-facing diagnosis models. - Kannan, Anitha; Fries, Jason Alan; Kramer, Eric; Chen, Jen Jen; Shah, Nigam; Amatriain, Xavier (CoRR, 2019)

Learning from the experts: From expert systems to machine-learned diagnosis models. - Ravuri, Murali; Kannan, Anitha; Tso, Geoffrey J.; Amatriain, Xavier (2018)

Proceedings of the 12th ACM Conference on Recommender Systems, RecSys 2018, Vancouver, BC, Canada, October 2-7, 2018 (ACM, 2018)

Learning from the experts: From expert systems to machine learned diagnosis models. - Ravuri, Murali; Kannan, Anitha; Tso, Geoffrey J.; Amatriain, Xavier (CoRR, 2018)

Prototypical Clustering Networks for Dermatological Disease Diagnosis. - Prabhu, Viraj; Kannan, Anitha; Ravuri, Murali; Chablani, Manish; Sontag, David A.; Amatriain, Xavier (CoRR, 2018)

Past, Present, and Future of Recommender Systems: An Industry Perspective. - Amatriain, Xavier (2016)

Past, Present, and Future of Recommender Systems: An Industry Perspective. - Amatriain, Xavier; Basilico, Justin (2016)

Recommending the World's Knowledge: Application of Recommender Systems at Quora. - Yang, Lei; Amatriain, Xavier (2016)

Tutorial: Lessons Learned from Building Real-life Recommender Systems. - Amatriain, Xavier; Agarwal, Deepak (2016)

Machine Learning for Q&A Sites: State of the Art and Research Directions. - Amatriain, Xavier (2016)

Data Mining Methods for Recommender Systems. - Amatriain, Xavier; Pujol, Josep M. (2015)

Recommender Systems in Industry: A Netflix Case Study. - Amatriain, Xavier; Basilico, Justin (2015)

The recommender problem revisited: morning tutorial. - Amatriain, Xavier; Mobasher, Bamshad (2014)

The recommender problem revisited. - Amatriain, Xavier (2014)

Beyond data: from user information to business value through personalized recommendations and consumer science. - Amatriain, Xavier (2013)

Beyond data: from user information to business value through personalized recommendations and consumer science. - Amatriain, Xavier (2013)

Big & personal: data and models behind netflix recommendations. - Amatriain, Xavier (2013)

Mining large streams of user data for personalized recommendations. - Amatriain, Xavier (SIGKDD Explor., 2012)

Building industrial-scale real-world recommender systems. - Amatriain, Xavier (2012)

Workshop on recommendation utility evaluation: beyond RMSE - RUE 2012. - Amatriain, Xavier; Castells, Pablo; Vries, Arjen P. de; Posse, Christian (2012)

Proceedings of the Workshop on Recommendation Utility Evaluation: Beyond RMSE, RUE 2012, Dublin, Ireland, September 9, 2012 (CEUR-WS.org, 2012)

Frameworks Generate Domain-Specific Languages: A Case Study in the Multimedia Domain. - Amatriain, Xavier; Arumí, Pau (IEEE Trans. Software Eng., 2011)

Walk the Talk - Analyzing the Relation between Implicit and Explicit Feedback for Preference Elicitation. - Parra, Denis; Amatriain, Xavier (2011)

Data Mining Methods for Recommender Systems. - Amatriain, Xavier; Jaimes, Alejandro; Oliver, Nuria; Pujol, Josep M. (2011)

Off the beaten track: a mobile field study exploring the long tail of tourist recommendations. - Tintarev, Nava; Flores, Ana; Amatriain, Xavier (2010)

Multiverse recommendation: n-dimensional tensor factorization for context-aware collaborative filtering. - Karatzoglou, Alexandros; Amatriain, Xavier; Baltrunas, Linas; Oliver, Nuria (2010)

Geolocated movie recommendations based on expert collaborative filtering. - Barrio, Josep Bachs; Rubio, Xavier Amatriain (2010)

Music recommendations with temporal context awareness. - Cebrián, Toni; Planagumà, Marc; Villegas, Paulo; Amatriain, Xavier (2010)

Temporal diversity in recommender systems. - Lathia, Neal; Hailes, Stephen; Capra, Licia; Amatriain, Xavier (2010)

Towards Fully Distributed and Privacy-Preserving Recommendations via Expert Collaborative Filtering and RESTful Linked Data. - Ahn, Jae-wook; Amatriain, Xavier (2010)

Proceedings of the 2010 ACM Conference on Recommender Systems, RecSys 2010, Barcelona, Spain, September 26-30, 2010 (ACM, 2010)

The AlloSphere: Immersive Multimedia for Scientific Discovery and Artistic Exploration. - Amatriain, Xavier; Kuchera-Morin, JoAnn; Höllerer, Tobias; Pope, Stephen Travis (IEEE Multim., 2009)

Collaborative Filtering With Adaptive Information Sources (Short Paper). - Lathia, Neal; Amatriain, Xavier; Pujol, Josep M. (2009)

Rate it again: increasing recommendation accuracy by user re-rating. - Amatriain, Xavier; Pujol, Josep M.; Tintarev, Nava; Oliver, Nuria (2009)

The wisdom of the few: a collaborative filtering approach based on expert opinions from the web. - Amatriain, Xavier; Lathia, Neal; Pujol, Josep M.; Kwak, Haewoon; Oliver, Nuria (2009)

I Like It... I Like It Not: Evaluating User Ratings Noise in Recommender Systems. - Amatriain, Xavier; Pujol, Josep M.; Oliver, Nuria (2009)

A framework for efficient and rapid development of cross-platform audio applications. - Amatriain, Xavier; Arumí, Pau; García, David (Multim. Syst., 2008)

Watching television over an IP network. - Cha, Meeyoung; Rodriguez, Pablo; Crowcroft, Jon; Moon, Sue B.; Amatriain, Xavier (2008)

CLAM: A Framework for Audio and Music Application Development. - Amatriain, Xavier (IEEE Softw., 2007)

A Domain-Specific Metamodel for Multimedia Processing Systems. - Amatriain, Xavier (IEEE Trans. Multim., 2007)

Experiencing Audio and Music in a Fully Immersive Environment. - Amatriain, Xavier; Castellanos, Jorge; Höllerer, Tobias; Kuchera-Morin, JoAnn; Pope, Stephen Travis; Wakefield, Graham; Wolcott, Will (2007)

Immersive audio and Music in the AlloSphere. - Amatriain, Xavier; Höllerer, Tobias; Kuchera-Morin, JoAnn; Pope, Stephen Travis (2007)

Data jockey, a Tool for Meta-Data Enhanced Digital DJing and Active listening. - Norman, Alex; Amatriain, Xavier (2007)

The allosphere: a large-scale immersive surround-view instrument. - Höllerer, Tobias; Kuchera-Morin, JoAnn; Amatriain, Xavier (2007)

Metamodels and Design Patterns in CSL4. - Pope, Stephen Travis; Amatriain, Xavier; Putnam, Lance; Castellanos, Jorge; Avery, Ryan (2006)

CLAM: a framework for efficient and rapid development of cross-platform audio applications. - Amatriain, Xavier; Arumí, Pau; García, David (2006)

An Object-oriented metamodel for digital signal processing with a focus on audio and music. - Amatriain, Xavier (2005)

Developing Cross-Platform audio and Music Applications with the CLAM Framework. - Amatriain, Xavier; Arumí, Pau (2005)

The CLAM Annotator: A Cross-Platform Audio Descriptors Editing Tool. - Amatriain, Xavier; Massaguer, Jordi; García, David; Mosquera, Ismael (2005)

CLAM: an OO framework for developing audio and music applications. - Amatriain, Xavier; Boer, Maarten de; Robledo, Enrique; García, David (2002)

CLAM, yet another library for audio and music processing? - Amatriain, Xavier; Arumí, Pau; Ramírez, Miguel (2002)

Towards Instrument Segmentation for Music Content Description: a Critical Review of Instrument Classification Techniques. - Herrera-Boyer, Perfecto; Amatriain, Xavier; Batlle, Eloi; Serra, Xavier (2000)