Debajyoti Datta

Joined

September 2020

Names

Debajyoti Datta (Preferred)

Emails

****@virginia.edu (Confirmed)

Personal Links

Semantic Scholar

Career & Education History

PhD student

University of Virginia (virginia.edu)

2019 – 2023

Advisors, Relations & Conflicts

Coauthor

Present

Expertise

text classification

Present

differential geometry

Present

fewshot learning

Present

interpretability

Present

Publications

ManifoldKV: Training-Free KV Cache Compression via Euclidean Outlier Detection
Vyom Sharma, Debajyoti Datta, Bibek Paudel, Trishala Neeraj, Subhabrata Mukherjee
- ICML 2026
- Readers: Everyone
Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language models
Aarohi Srivastava, Abhinav Rastogi, Abhishek Rao, Abu Awal Md Shoeb, Abubakar Abid, Adam Fisch, Adam R. Brown, Adam Santoro, Aditya Gupta, Adrià Garriga-Alonso, Agnieszka Kluska, Aitor Lewkowycz, Akshat Agarwal, Alethea Power, Alex Ray, Alex Warstadt, Alexander W. Kocurek, Ali Safaya, Ali Tazarv, Alice Xiang et al. (430 additional authors not shown)
- Accepted by TMLR
- Readers: Everyone
BigBio: A Framework for Data-Centric Biomedical Natural Language Processing
Jason Alan Fries, Leon Weber, Natasha Seelam, Gabriel Altay, Debajyoti Datta, Samuele Garda, Myungsun Kang, Ruisi Su, Wojciech Kusa, Samuel Cahyawijaya, Fabio Barth, Simon Ott, Matthias Samwald, Stephen Bach, Stella Biderman, Mario Sänger, Bo Wang, Alison Callahan, Daniel León Periñán, Théo Gigant et al. (23 additional authors not shown)
- Published: 17 Sept 2022, Last Modified: 08 Feb 2026
- NeurIPS 2022 Datasets and Benchmarks
- Readers: Everyone
Dataset Debt in Biomedical Language Modeling
Jason Alan Fries, Natasha Seelam, Gabriel Altay, Leon Weber, Myungsun Kang, Debajyoti Datta, Ruisi Su, Samuele Garda, Bo Wang, Simon Ott, Matthias Samwald, Wojciech Kusa
- Published: 09 Apr 2022, Last Modified: 05 May 2023
- BigScience#5
- Readers: Everyone
Multitask Prompted Training Enables Zero-Shot Task Generalization
Victor Sanh, Albert Webson, Colin Raffel, Stephen Bach, Lintang Sutawika, Zaid Alyafeai, Antoine Chaffin, Arnaud Stiegler, Arun Raja, Manan Dey, M Saiful Bari, Canwen Xu, Urmish Thakker, Shanya Sharma Sharma, Eliza Szczechla, Taewoon Kim, Gunjan Chhablani, Nihal Nayak, Debajyoti Datta, Jonathan Chang et al. (20 additional authors not shown)
- Published: 28 Jan 2022, Last Modified: 12 Oct 2025
- ICLR 2022 Spotlight
- Readers: Everyone
Multitask Prompted Training Enables Zero-Shot Task Generalization
Victor Sanh, Albert Webson, Colin Raffel, Stephen H. Bach, Lintang Sutawika, Zaid Alyafeai, Antoine Chaffin, Arnaud Stiegler, Teven Le Scao, Arun Raja, Manan Dey, M. Saiful Bari, Canwen Xu, Urmish Thakker, Shanya Sharma, Eliza Szczechla, Taewoon Kim, Gunjan Chhablani, Nihal V. Nayak, Debajyoti Datta et al. (21 additional authors not shown)
- 2021 (modified: 07 Nov 2021)
- CoRR 2021
- Readers: Everyone
Influenza-like symptom recognition using mobile sensing and graph neural networks
Guimin Dong, Lihua Cai, Debajyoti Datta, Shashwat Kumar, Laura E. Barnes, Mehdi Boukhechba
- 2021 (modified: 29 Dec 2021)
- CHIL 2021
- Readers: Everyone
Improving mathematical questioning in teacher training
Debajyoti Datta, Maria Phillips, James P. Bywater, Jennifer L. Chiu, Ginger S. Watson, Laura E. Barnes, Donald E. Brown
- 2021 (modified: 29 Dec 2021)
- CoRR 2021
- Readers: Everyone
Evaluation of mathematical questioning strategies using data collected through weak supervision
Debajyoti Datta, Maria Phillips, James P. Bywater, Jennifer L. Chiu, Ginger S. Watson, Laura E. Barnes, Donald E. Brown
- 2021 (modified: 29 Dec 2021)
- CoRR 2021
- Readers: Everyone
Virtual Pre-Service Teacher Assessment and Feedback via Conversational Agents
Debajyoti Datta, Maria Phillips, James P. Bywater, Jennifer L. Chiu, Ginger S. Watson, Laura E. Barnes, Donald E. Brown
- 2021 (modified: 29 Dec 2021)
- BEA@EACL 2021
- Readers: Everyone

View all 18 publications

Co-Authors

View all 570 co-authors