Vivek Datla

Researcher, Capital One

Joined

March 2024

Names

Vivek Datla (Preferred)

Vivek V Datla

Vivek Varma Datla

Vivek V. Datla

Emails

****@capitalone.com (Confirmed)

****@philips.com

****@gmail.com

****@memphis.edu

Personal Links

Career & Education History

Researcher

Capital One (capitalone.com)

2021 – Present

Researcher

Philips Research (philips.com)

2015 – 2021

Postdoc

Pacific Northwest National Laboratory (pnnl.gov)

2014 – 2015

PhD student

University of Memphis (memphis.edu)

2009 – 2014

Advisors, Relations & Conflicts

No relations added

Expertise

Deep Learning

CNN

LSTM

BERT

2015 – Present

2010 – Present

NLP

Semantic Role Labeling

Clinical NLP

2010 – Present

Publications

Alignment-Weighted DPO: A principled reasoning approach to improve safety alignment
Mengxuan Hu, Vivek Datla, Anoop Kumar, Zihan Guan, Sheng Li, Alfy Samuel, Daben Liu
- ICLR 2026 Poster
- Readers: Everyone
An Automatic Method to Estimate Correctness of RAG
Chi Zhang, Vivek V. Datla, Aditya Shrivastava, Alfy Samuel, Zhiqi Huang, Anoop Kumar, Daben Liu
- COLING (Industry) 2025
- Readers: Everyone
Overview of the VQA-Med Task at ImageCLEF 2020: Visual Question Answering and Generation in the Medical Domain
Asma Ben Abacha, Vivek V. Datla, Sadid A. Hasan, Dina Demner-Fushman, Henning Müller
- 2020 (modified: 14 Jan 2026)
- CLEF (Working Notes) 2020
- Readers: Everyone
Overview of the ImageCLEF 2020: Multimedia Retrieval in Medical, Lifelogging, Nature, and Internet Applications
Bogdan Ionescu, Henning Müller, Renaud Péteri, Asma Ben Abacha, Vivek V. Datla, Sadid A. Hasan, Dina Demner-Fushman, Serge Kozlovski, Vitali Liauchuk, Yashin Dicente Cid, Vassili Kovalev, Obioma Pelka, Christoph M. Friedrich, Alba García Seco de Herrera, Van-Tu Ninh, Tu-Khiem Le, Liting Zhou, Luca Piras, Michael Riegler, Pål Halvorsen et al. (13 additional authors not shown)
- 2020 (modified: 14 Jan 2026)
- CLEF 2020
- Readers: Everyone
An Ontology-driven Treatment Article Retrieval System for Precision Oncology
Zheng Chen, Sadid A. Hasan, Joey Liu, Vivek V. Datla, Md. Shamsuzzaman, Hafiz Khan, Mohammad S. Sorower, Gabriel Mankovich, Rob van Ommering, Nevenka Dimitrova
- 2020 (modified: 11 Oct 2025)
- CoRR 2020
- Readers: Everyone
ImageCLEF 2020: Multimedia Retrieval in Lifelogging, Medical, Nature, and Internet Applications
Bogdan Ionescu, Henning Müller, Renaud Péteri, Duc-Tien Dang-Nguyen, Liting Zhou, Luca Piras, Michael Riegler, Pål Halvorsen, Minh-Triet Tran, Mathias Lux, Cathal Gurrin, Jon Chamberlain, Adrian Clark, Antonio Campello, Alba Garcia Seco de Herrera, Asma Ben Abacha, Vivek V. Datla, Sadid A. Hasan, Joey Liu, Dina Demner-Fushman et al. (12 additional authors not shown)
- 2020 (modified: 14 Jan 2026)
- ECIR (2) 2020
- Readers: Everyone
ImageCLEF 2019: Multimedia Retrieval in Lifelogging, Medical, Nature, and Security Applications
Bogdan Ionescu, Henning Müller, Renaud Péteri, Duc-Tien Dang-Nguyen, Luca Piras, Michael Riegler, Minh-Triet Tran, Mathias Lux, Cathal Gurrin, Yashin Dicente Cid, Vitali Liauchuk, Vassili Kovalev, Asma Ben Abacha, Sadid A. Hasan, Vivek V. Datla, Joey Liu, Dina Demner-Fushman, Obioma Pelka, Christoph M. Friedrich, Jon Chamberlain et al. (8 additional authors not shown)
- 2019 (modified: 14 Jan 2026)
- ECIR (2) 2019
- Readers: Everyone
ImageCLEF 2019: Multimedia Retrieval in Medicine, Lifelogging, Security and Nature
Bogdan Ionescu, Henning Müller, Renaud Péteri, Yashin Dicente Cid, Vitali Liauchuk, Vassili Kovalev, Dzmitri Klimuk, Aleh Tarasau, Asma Ben Abacha, Sadid A. Hasan, Vivek V. Datla, Joey Liu, Dina Demner-Fushman, Duc-Tien Dang-Nguyen, Luca Piras, Michael Riegler, Minh-Triet Tran, Mathias Lux, Cathal Gurrin, Obioma Pelka et al. (11 additional authors not shown)
- 2019 (modified: 14 Jan 2026)
- CLEF 2019
- Readers: Everyone
Improving Disease Named Entity Recognition for Clinical Trial Matching
Md Abdullah Al Hafiz Khan, Nevenka Dimitrova, Md. Shamsuzzaman, Sadid A. Hasan, Mohammad S. Sorower, Joey Liu, Vivek V. Datla, Mladen Milosevic, Gabe Mankovich, Rob van Ommering
- 2019 (modified: 11 Oct 2025)
- BIBM 2019
- Readers: Everyone
VQA-Med: Overview of the Medical Visual Question Answering Task at ImageCLEF 2019
Asma Ben Abacha, Sadid A. Hasan, Vivek V. Datla, Joey Liu, Dina Demner-Fushman, Henning Müller
- 2019 (modified: 14 Jan 2026)
- CLEF (Working Notes) 2019
- Readers: Everyone

View all 40 publications

Co-Authors

View all 105 co-authors