Towards Protecting Vital Healthcare Programs by Extracting Actionable Knowledge from Policy

1 code implementation • Findings (ACL) 2021 • Vanessa Lopez, Nagesh Yadav, Gabriele Picco, Inge Vejsbjerg, Eoin Carrol, Seamus Brady, Marco Luca Sbodio, Lam Thanh Hoang, Miao Wei, John Segrave

ABQ-LLM: Arbitrary-Bit Quantized Inference Acceleration for Large Language Models

1 code implementation • 16 Aug 2024 • Chao Zeng, Songwei Liu, Yusheng Xie, Hong Liu, Xiaojian Wang, Miao Wei, Shu Yang, Fangmin Chen, Xing Mei

Based on W2*A8 quantization configuration on LLaMA-7B model, it achieved a WikiText2 perplexity of 7. 59 (2. 17$\downarrow $ vs 9. 76 in AffineQuant).

Model Compression Quantization

TBI Image/Text (TBI-IT): Comprehensive Text and Image Datasets for Traumatic Brain Injury Research

no code implementations • 14 Mar 2024 • Jie Li, Jiaying Wen, Tongxin Yang, Fenglin Cai, Miao Wei, Zhiwei Zhang, Li Jiang

In this paper, we introduce a new dataset in the medical field of Traumatic Brain Injury (TBI), called TBI-IT, which includes both electronic medical records (EMRs) and head CT images.

Image Segmentation named-entity-recognition +2

HICH Image/Text (HICH-IT): Comprehensive Text and Image Datasets for Hypertensive Intracerebral Hemorrhage Research

1 code implementation • 29 Jan 2024 • Jie Li, Yulong Xia, Tongxin Yang, Fenglin Cai, Miao Wei, Zhiwei Zhang, Li Jiang

Index Terms-HICH, Deep learning, Intraparenchymal hemorrhage, named entity recognition, novel dataset

Image Segmentation named-entity-recognition +2