Mihir Parmar

TarGEN: Targeted Data Generation with Large Language Models

2023 · arXiv (Cornell University)

The rapid advancement of large language models (LLMs) has sparked interest in data synthesis techniques, aiming to generate diverse and high-quality synthetic datasets. However, these synthetic datasets often suffer from a lack of diversity and …

LongBoX: Evaluating Transformers on Long-Sequence Clinical Tasks

2023 · arXiv (Cornell University)

Many large language models (LLMs) for medicine have largely been evaluated on short texts, and their ability to handle longer sequences such as a complete electronic health record (EHR) has not been systematically explored. Assessing …

Super-NaturalInstructions: Generalization via Declarative Instructions on 1600+ NLP Tasks

2022

Yizhong Wang, Swaroop Mishra, Pegah Alipoormolabashi, Yeganeh Kordi, Amirreza Mirzaei, Atharva Naik, Arjun Ashok, Arut Selvan Dhanasekaran, Anjana Arunkumar, David Stap, Eshaan Pathak, Giannis Karamanolakis, Haizhi Lai, Ishan Purohit, Ishani Mondal, Jacob Anderson, Kirby Kuznia, …