Latest Articles for Data Annotation

A new method enhances sample selection in semi-supervised learning.

The ARTICLE framework improves data quality in natural language processing through self-consistency.

A new dataset aims to enhance video capsule endoscopy research and AI development.

A new method simplifies 3D labeling for self-driving cars using standard camera images.

FullAnno enhances image annotations for better multimodal model training.

Soft labels can improve machine learning model performance in uncertain data scenarios.

This paper presents a framework for improving NER in the Italian language using advanced models.

Walker offers efficient object tracking with minimal data labeling.

Omni6D dataset enhances object pose estimation with diverse categories and realistic scenarios.

A new benchmark pushes boundaries in video understanding by focusing on event-level tasks.

Utilizing multiple annotator perspectives can improve text classification models.

A new method improves gaze target detection with less labeled data.

A new method enhances person identification across cameras with reduced supervision.

A method to improve medical image annotation using the Segment Anything Model.

A new approach improves building part identification for smarter urban planning.

A new method enhances segmentation accuracy in medical imaging using fewer labeled images.

A new method improves efficiency in labeling 3D medical images.

A new framework improves performance with fewer labeled images in semantic segmentation.

A new method for training 3D models quickly and resource-efficiently.

Discover how new methods transform finding moments in videos.

Researchers advance Named Entity Recognition for Sinhala and Tamil languages.

A new dataset that improves video object tracking accuracy.

New active learning methods improve image labeling efficiency and accuracy.

A new dataset combines high-level and pixel-level video understanding for advanced research.

Uncovering how events are identified in children's narratives.

A new tool streamlines the annotation of event relations in texts.

A deep dive into the significance of multiword expressions in language processing.