How AI Can Better Categorize Legal Documents by Learning from Similar Texts

1 Apr 2025

Explore training-time methods like contrastive learning, single, and multi-prototype learning for rhetorical role labeling.

How Neighborhood Data Improves Legal Document Classification

1 Apr 2025

See the results of using kNN, single, and multiple prototypes for inference-based RRL, comparing performance and memory efficiency across datasets.

Improving Legal Document Labeling by Comparing Similar Sentences

1 Apr 2025

Learn how inference-based methods enhance rhetorical role labeling, improving the model’s ability to handle rare patterns in legal texts.

Leveraging Deep Learning for Legal Text Analysis

1 Apr 2025

Follow the evolution of rhetorical role labeling in legal texts, from early CRF methods to deep learning approaches, including neighborhood learning technique.

Datasets and Models Used to Analyze Legal Documents

1 Apr 2025

Explore 4 legal datasets used for rhetorical role labeling experiments and the baseline hierarchical model built on BERT and Bi-LSTM for legal judgment analysis

New AI Methods Help Machines Understand Legal Text Better

1 Apr 2025

Explore novel techniques to improve rhetorical role labeling in legal texts, addressing challenges like data scarcity, role intertwining, and cross-domain tran

Exploring Drone Dynamics: Stability and Force Generation in Multimedia Design

1 Jul 2024

Explore the future of multimedia design with kinesthetic haptic interactions and dynamic vehicle innovations.

Dronevision: An Experimental 3D Testbed for Flying Light Specks: Related Work

1 Jul 2024

Discover the evolution of multimedia systems using Flying Light Specks (FLS), alongside innovations like Claytronics and BitDrones.

Navigating Challenges in Multimedia Systems with Flying Light Specks

1 Jul 2024

Explore the latest challenges and solutions in multimedia systems using Flying Light Specks (FLS)