Baral, Chitta

Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language models

Srivastava, A., Rastogi, A., Rao, A., Shoeb, A. A. M., Abid, A., Fisch, A., Brown, A. R., Santoro, A., Gupta, A., Garriga-Alonso, A., et al. (2022) · arXiv

Topic ModelingNatural Language Processing Techniques

Cited by 569

Cross-Task Generalization via Natural Language Crowdsourcing Instructions

Mishra, S., Khashabi, D., Baral, C., & Hajishirzi, H. (2022) · Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)

Domain Adaptation and Few-Shot LearningTopic Modeling

Cited by 269

Cross-Task Generalization via Natural Language Crowdsourcing Instructions

Mishra, S., Khashabi, D., Baral, C., & Hajishirzi, H. (2021) · arXiv

Domain Adaptation and Few-Shot LearningTopic Modeling

Cited by 269

Collaborative Large Language Models for Automated Data Extraction in Living Systematic Reviews

Khan, M. A., Ayub, U., Naqvi, S. A. A., Khakwani, K. Z. R., Sipra, Z. B. R., Raina, A., Zou, S., He, H., Hossein, S. A., Hasan, B., et al. (2024) · Journal of the American Medical Informatics Association

Meta-analysis and systematic reviewsComputational and Text Analysis Methods

Cited by 54

Model Cascading: Towards Jointly Improving Efficiency and Accuracy of NLP Systems

Varshney, N., & Baral, C. (2022) · arXiv

Topic ModelingNatural Language Processing Techniques

Cited by 16

The Art of Defending: A Systematic Evaluation and Analysis of LLM Defense Strategies on Safety and Over-Defensiveness

Varshney, N., Dolin, P., Seth, A., & Baral, C. (2024) · Findings of the Association for Computational Linguistics ACL 2024

Adversarial Robustness in Machine LearningHate Speech and Cyberbullying Detection

Cited by 13

Structured reasoning failures compromise LLM interpretation of clinical oncology notes

Kenaston, M. W., Ayub, U., Parmar, M., Kumar, P., Anjum, M. U., Naqvi, S. A. A., Chaudhuri, A. A., Zakharia, Y., Heath, E. I., Bekaii-Saab, T. S., et al. (2026) · npj Digital Medicine

Artificial Intelligence in Healthcare and EducationMachine Learning in Healthcare

Cited by 2