Tech Xplore

Decoding black box AI with human-readable data descriptions and influence

Artificial intelligence (AI), particularly deep learning models, are often considered black boxes because their ...
MIT Technology Review

Using unstructured data to fuel enterprise AI success

Organizations have a wealth of unstructured data that most AI models can’t yet read. Preparing and contextualizing this data ...

Unearthing experimental materials data buried in scientific papers using LLMs

Technologies that underpin modern society, such as smartphones and automobiles, rely on a diverse range of functional ...
Microsoft

ChartAccent: Annotation for Data-Driven Storytelling

Annotation plays an important role in conveying key points in visual data-driven storytelling; it helps presenters explain and emphasize core messages and specific data. However, the visualization ...

Could you be an AI data trainer? How to prepare and what it pays

AI data trainers who ensure the accuracy and viability of training data going into AI models are well-compensated, in-demand professionals. Two new studies projected potential annual incomes ranging ...
IEEE

Active Learning-Based Intelligent Annotation Technology for Threat Intelligence

Abstract: The cybersecurity domain currently grapples with the challenge of inefficient threat intelligence annotation. Conventional supervised learning approaches, heavily dependent on large-scale ...
IEEE

scTECTA: Asymmetric Deep Transfer Learning for Cross-Patient Tumor Microenvironment Single-Cell Annotation

Abstract: Cellular heterogeneity and dynamic interactions within the tumor microenvironment are critical drivers of cancer initiation and progression. Single-cell RNA sequencing, with its ...