Nov 25, 2024
Project Overview Identifying events and the key entities, locations and features that characterize those events can be a useful tool in intelligence analysis, as it supports an intelligence analyst’s ability…
Introduction In a world overflowing with data, knowledge graphs have emerged as powerful tools for organizing and retrieving meaningful information. A knowledge graph (KG) is a graph-based representation of information…
What is Cognitive Load and Why Does it Matter? Cognitive load, understood as the demand placed by a task on the working memory of a person, is an important determinant…
Since 2016, researchers at the Laboratory for Analytic Sciences (LAS) have sponsored approximately 25 senior design projects through the NC State Computer Science Senior Design Center, including four in 2024.…
Background Picture this: You’re settling in for some routine online banking, coffee in hand, ready to pay your monthly bills. The website looks exactly like your bank’s—same logo, same layout,…
The Challenge: Can we show that LLMs can be useful for intelligence analysts? This post describes observations made at the Laboratory for Analytic Sciences under an umbrella of connected efforts…
Overview Analysis of audio data is an important activity in the intelligence community. Typically, operators transcribe audio data into a text file. While they transcribe, they may make annotations called…
A machine learning (ML) model deployment architecture is a foundational component which is essential to effective use of ML in an enterprise. Establishing a set of consistent, repeatable and iterable…
The rise of Large Language Models (LLMs) has fueled their rapid adoption across diverse fields, especially in software engineering, where their code generation skills and deep technical knowledge shine. While…
Challenge: Can open source multimodal LLMs be helpful for automated intelligence analysis of video? Advances in multimodal language models have revolutionized the field of video summarization, enabling AI systems to…
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