IEEE

Annotation Guideline-Based Knowledge Augmentation: Toward Enhancing Large Language Models for Educational Text Classification

Abstract: Automated classification of learner-generated text to identify behavior, emotion, and cognition indicators, collectively known as learning engagement classification (LEC), has received ...
GitHub

PDF Viewer for WPF - Create a text markup annotation and specify its properties

This example shows how to create a markup annotation that highlights a selected text on a page. To create this annotation for a selected text, call one of the PdfViewerControl.HighlightSelectedText ...
GitHub

MaskRIS: Semantic Distortion-aware Data Augmentation for Referring Image Segmentation

Referring Image Segmentation (RIS) is a vision-language task that identifies and segments objects in images based on free-form text descriptions. This study investigates effective data augmentation ...
IEEE

scSwinTNet: A Cell Type Annotation Method for Large-Scale Single-Cell RNA-Seq Data Based on Shifted Window Attention

Abstract: The annotation of cell types based on single-cell RNA sequencing (scRNA-seq) data is a critical downstream task in single-cell analysis, with significant implications for a deeper ...