no code implementations • 11 Jan 2024 • Minhao Jiang, Ken Ziyu Liu, Ming Zhong, Rylan Schaeffer, Siru Ouyang, Jiawei Han, Sanmi Koyejo
Language models pre-trained on web-scale corpora demonstrate impressive capabilities on diverse downstream tasks.
no code implementations • 4 Jul 2023 • Ming Zhong, Siru Ouyang, Minhao Jiang, Vivian Hu, Yizhu Jiao, Xuan Wang, Jiawei Han
Structured chemical reaction information plays a vital role for chemists engaged in laboratory work and advanced endeavors such as computer-aided drug design.
1 code implementation • 23 May 2023 • Yunyi Zhang, Minhao Jiang, Yu Meng, Yu Zhang, Jiawei Han
Weakly-supervised text classification trains a classifier using the label name of each target class as the only supervision, which largely reduces human annotation efforts.
no code implementations • 21 May 2023 • Tanay Komarlu, Minhao Jiang, Xuan Wang, Jiawei Han
In this study, we vision that an ontology provides a semantics-rich, hierarchical structure, which will help select the best results generated by multiple PLM models and head words.
no code implementations • 10 Feb 2022 • Minhao Jiang, Xiangchen Song, Jieyu Zhang, Jiawei Han
Taxonomies are fundamental to many real-world applications in various domains, serving as structural representations of knowledge.