Opinion

Quote of the day by Noam Chomsky, “The only way to deal with fear is to confront it — and the only way to build hope is to act.” What is Chomsky’s brand of hope often ...

Noam Chomsky remains the world's most-cited living scholar with over 300,000 citations. His latest data shows a rising global demand for mental resilience. "The only way to deal with fear is to ...
IEEE

AMVLM: Alignment-Multiplicity Aware Vision-Language Model for Semi-Supervised Medical Image Segmentation

Abstract: Low-quality pseudo labels pose a significant obstacle in semi-supervised medical image segmentation (SSMIS), impeding consistency learning on unlabeled data. Leveraging vision-language model ...
IEEE

The Application of the BERTopic Model in Natural Language Processing: In-Depth Text Topic Modeling

Abstract: This study uses the BERTopic model, which is an advanced natural language processing (NLP) technology. The method combines BERT embedding for doing topic analysis. Our data source adopots ...
Journal of Medical Internet Research

How to Design, Create, and Evaluate an Instruction-Tuning Dataset for Large Language Model Training in Health Care: Tutorial From a Clinical Perspective

Similarly, high-quality datasets underpin the development and performance of large language models (LLMs). Among these, instruction-tuning datasets (ITDs) used for instruction fine-tuning have been ...