Multitask prompted training enables zero-shot task generalization V Sanh, A Webson, C Raffel, SH Bach, L Sutawika, Z Alyafeai, A Chaffin, ... arXiv preprint arXiv:2110.08207, 2021 | 1446 | 2021 |
Bloom: A 176b-parameter open-access multilingual language model T Le Scao, A Fan, C Akiki, E Pavlick, S Ilić, D Hesslow, R Castagné, ... | 1373 | 2023 |
Beyond the imitation game: Quantifying and extrapolating the capabilities of language models A Srivastava, A Rastogi, A Rao, AAM Shoeb, A Abid, A Fisch, AR Brown, ... arXiv preprint arXiv:2206.04615, 2022 | 895 | 2022 |
Timing of surgery following SARS-CoV-2 infection: an international prospective cohort study COVIDSurg Collaborative Anaesthesia 76 (6), 748-758, 2021 | 556* | 2021 |
learn2learn: A library for meta-learning research SMR Arnold, P Mahajan, D Datta, I Bunner, KS Zarkias arXiv preprint arXiv:2008.12284, 2020 | 87* | 2020 |
SARS‐CoV‐2 infection and venous thromboembolism after surgery: an international prospective cohort study COVIDSurg Collaborative, GlobalSurg Collaborative, D Nepogodiev, ... Anaesthesia 77 (1), 28-39, 2022 | 58 | 2022 |
Effects of pre‐operative isolation on postoperative pulmonary complications after elective surgery: an international prospective cohort study COVIDSurg Collaborative, GlobalSurg Collaborative, D Nepogodiev, ... Anaesthesia 76 (11), 1454-1464, 2021 | 43 | 2021 |
Bigbio: A framework for data-centric biomedical natural language processing J Fries, L Weber, N Seelam, G Altay, D Datta, S Garda, S Kang, R Su, ... Advances in Neural Information Processing Systems 35, 25792-25806, 2022 | 39 | 2022 |
Influenza-like symptom recognition using mobile sensing and graph neural networks G Dong, L Cai, D Datta, S Kumar, LE Barnes, M Boukhechba Proceedings of the conference on health, inference, and learning, 291-300, 2021 | 28 | 2021 |
Design of a culturally-informed virtual human for educating Hispanic women about cervical cancer S Mendu, M Boukhechba, JR Gordon, D Datta, E Molina, G Arroyo, ... Proceedings of the 12th EAI International Conference on Pervasive Computing …, 2018 | 23 | 2018 |
Laugh when you’re winning M Mancini, L Ach, E Bantegnie, T Baur, N Berthouze, D Datta, Y Ding, ... Innovative and Creative Developments in Multimodal Interaction Systems: 9th …, 2014 | 16 | 2014 |
A deep learning methodology for semantic utterance classification in virtual human dialogue systems D Datta, V Brashers, J Owen, C White, LE Barnes Intelligent Virtual Agents: 16th International Conference, IVA 2016, Los …, 2016 | 14 | 2016 |
Evaluation of mathematical questioning strategies using data collected through weak supervision D Datta, M Phillips, JP Bywater, J Chiu, GS Watson, LE Barnes, DE Brown NeurIPS 2021 Workshop on Math AI for Education (MATHAI4ED), 2021 | 13* | 2021 |
Virtual pre-service teacher assessment and feedback via conversational agents D Datta, M Phillips, JP Bywater, J Chiu, GS Watson, L Barnes, D Brown Proceedings of the 16th workshop on innovative use of NLP for building …, 2021 | 7 | 2021 |
Dataset debt in biomedical language modeling JA Fries, N Seelam, G Altay, L Weber, M Kang, D Datta, R Su, S Garda, ... 2022 Challenges and Perspectives in Creating Large Language Models …, 2022 | 6 | 2022 |
Detection and analysis of interrupted behaviors by public policy interventions during COVID-19 G Dong, L Cai, S Kumar, D Datta, LE Barnes, M Boukhechba 2021 IEEE/ACM Conference on Connected Health: Applications, Systems and …, 2021 | 5 | 2021 |
Leveraging Mobile Sensing and Bayesian Change Point Analysis to Monitor Community-Scale Behavioral Interventions: a Case Study on COVID-19 S KUMAR, D DATTA, G DONG, L CAI, L BARNES, M BOUKHECHBA ACM Health, 0 | 5* | |
Wearable sensor-based multimodal physiological responses of socially anxious individuals across social contexts ER Toner, M Rucker, Z Wang, MA Larrazabal, L Cai, D Datta, ... arXiv preprint arXiv:2304.01293, 2023 | 4 | 2023 |
Use of a mobile health intervention by older versus younger people with HIV: analysis of usage, social support, and network interactions TE Flickinger, BR Campbell, A Timm, S Baee, D Datta, SV Shenoi, ... Telemedicine Reports 3 (1), 191-200, 2022 | 3 | 2022 |
A Geometrical Approach to Finding Difficult Examples in Language D Datta, S Kumar, L Barnes, PT Fletcher Topological, Algebraic and Geometric Learning Workshops 2022, 86-95, 2022 | 3* | 2022 |