Sedoc, João

Large language models could change the future of behavioral healthcare: a proposal for responsible development and evaluation

Stade, E. C., Stirman, S. W., Ungar, L. H., Boland, C. L., Schwartz, H. A., Yaden, D. B., Sedoc, J., DeRubeis, R. J., Willer, R., & Eichstaedt, J. C. (2024) · npj Mental Health Research

Artificial Intelligence in Healthcare and EducationDigital Mental Health Interventions

Cited by 391

The GEM Benchmark: Natural Language Generation, its Evaluation and Metrics

Gehrmann, S., Adewumi, T., Aggarwal, K., Ammanamanchi, P. S., Aremu, A., Bosselut, A., Chandu, K. R., Clinciu, M.-A., Das, D., Dhole, K., et al. (2021) · Proceedings of the 1st Workshop on Natural Language Generation, Evaluation, and Metrics (GEM 2021)

Natural Language Processing TechniquesTopic Modeling

Cited by 159

Health-focused conversational agents in person-centered care: a review of apps

Parmar, P., Ryu, J., Pandya, S., Sedoc, J., & Agarwal, S. (2022) · npj Digital Medicine

Mobile Health and mHealth ApplicationsArtificial Intelligence in Healthcare and Education

Cited by 113

Large language models display human-like social desirability biases in Big Five personality surveys

Salecha, A., Ireland, M. E., Subrahmanya, S., Sedoc, J., Ungar, L. H., & Eichstaedt, J. C. (2024) · PNAS Nexus

Ethics and Social Impacts of AIPersonality Traits and Psychology

Cited by 55

The GEM Benchmark: Natural Language Generation, its Evaluation and Metrics

Gehrmann, S., Adewumi, T., Aggarwal, K., Ammanamanchi, P. S., Anuoluwapo, A., Bosselut, A., Chandu, K. R., Clinciu, M., Das, D., Dhole, K. D., et al. (2021) · arXiv

Natural Language Processing TechniquesTopic Modeling

Cited by 49

An “Integrative Survey on Mental Health Conversational Agents to Bridge Computer Science and Medical Perspectives”

Cho, Y., Rai, S., Ungar, L., Sedoc, J., & Guntuku, S. (2023) · Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing

Digital Mental Health InterventionsSocial Robot Interaction and HRI

Cited by 33

Evaluating generative AI responses to real-world drug-related questions

Giorgi, S., Isman, K., Liu, T., Fried, Z., Sedoc, J., & Curtis, B. (2024) · Psychiatry Research

Artificial Intelligence in Healthcare and EducationEthics and Social Impacts of AI

Cited by 24

Towards Authoring Open-Ended Behaviors for Narrative Puzzle Games with Large Language Model Support

Ngaw, B., Jena, G., Sedoc, J., & Normoyle, A. (2024) · Proceedings of the 19th International Conference on the Foundations of Digital Games

Artificial Intelligence in GamesDigital Games and Media

Cited by 5