Xavier Amatriain

CTO, Curai

Joined

July 2019

Names

Xavier Amatriain

Emails

****@amatriain.net (Confirmed)

,

****@gmail.com (Confirmed)

Personal Links

Career & Education History

CTO

Curai (curai.com)

2016 – Present

VP Engineering

Quora (quora.com)

2014 – 2016

Research Director

NetFlix (netflix.com)

2011 – 2014

Advisors, Relations & Conflicts

No relations added

Expertise

No areas of expertise listed

Publications

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
- 08 Jun 2023
- OpenReview Archive Direct Upload
- Readers: Everyone
Medically Aware GPT-3 as a Data Generator for Medical Dialogue Summarization
Bharath Chintagunta, Namit Katariya, Xavier Amatriain, Anitha Kannan
- 2021 (modified: 05 Jan 2022)
- CoRR 2021
- Readers: Everyone
MEDCOD: A Medically-Accurate, Emotive, Diverse, and Controllable Dialog System
Rhys Compton, Ilya Valmianski, Li Deng, Costa Huang, Namit Katariya, Xavier Amatriain, Anitha Kannan
- 2021 (modified: 05 Jan 2022)
- CoRR 2021
- Readers: Everyone
Adding more data does not always help: A study in medical conversation summarization with PEGASUS
Varun Nair, Namit Katariya, Xavier Amatriain, Ilya Valmianski, Anitha Kannan
- 2021 (modified: 05 Jan 2022)
- CoRR 2021
- Readers: Everyone
Dr. Summarize: Global Summarization of Medical Dialogue by Exploiting Local Structures
Anirudh Joshi, Namit Katariya, Xavier Amatriain, Anitha Kannan
- 2020 (modified: 05 Jan 2022)
- EMNLP (Findings) 2020
- Readers: Everyone
COVID-19 in differential diagnosis of online symptom assessments
Anitha Kannan, Richard Chen, Vignesh Venkataraman, Geoffrey J. Tso, Xavier Amatriain
- 2020 (modified: 05 Jan 2022)
- CoRR 2020
- Readers: Everyone
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
- 2020 (modified: 05 Jan 2022)
- CoRR 2020
- Readers: Everyone
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
- 2020 (modified: 05 Jan 2022)
- KDD 2020
- Readers: Everyone
Medical symptom recognition from patient text: An active learning approach for long-tailed multilabel distributions
Ali Mottaghi, Prathusha K. Sarma, Xavier Amatriain, Serena Yeung, Anitha Kannan
- 2020 (modified: 05 Jan 2022)
- CoRR 2020
- Readers: Everyone
Dr. Summarize: Global Summarization of Medical Dialogue by Exploiting Local Structures
Anirudh Joshi, Namit Katariya, Xavier Amatriain, Anitha Kannan
- 2020 (modified: 05 Jan 2022)
- CoRR 2020
- Readers: Everyone

View all 63 publications

Co-Authors

View all 75 co-authors