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ScholaWrite: A Dataset of End-to-End Scholarly Writing Process

Writing is a cognitively demanding task involving continuous decision-making, heavy use of working memory, and frequent switching between multiple a...

aaronmarkham
2025-02-10
Computer Science
onyx

AdaptBot: Combining LLM with Knowledge Graphs and Human Input for Generic-to-Specific Task Decomposition and Knowledge Refinement

Embodied agents assisting humans are often asked to complete a new task in a new scenario. An agent preparing a particular dish in the kitchen based ...

aaronmarkham
2025-02-05
Computer Science
onyx

Fast3R: Towards 3D Reconstruction of 1000+ Images in One Forward Pass

Multi-view 3D reconstruction remains a core challenge in computer vision, particularly in applications requiring accurate and scalable representation...

aaronmarkham
2025-01-26
Computer Science
onyx

Biomedical Knowledge Graph: A Survey of Domains, Tasks, and Real-World Applications

Biomedical knowledge graphs (BKGs) have emerged as powerful tools for organizing and leveraging the vast and complex data found across the biomedical...

aaronmarkham
2025-01-25
Computer Science
onyx

LLM-Assisted Knowledge Graph Completion for Curriculum and Domain Modelling in Personalized Higher Education Recommendations

While learning personalization offers great potential for learners, modern practices in higher education require a deeper consideration of domain mod...

aaronmarkham
2025-01-25
Computer Science
onyx

SEANN: A Domain-Informed Neural Network for Epidemiological Insights

In epidemiology, traditional statistical methods such as logistic regression, linear regression, and other parametric models are commonly employed to...

aaronmarkham
2025-01-21
Computer Science
nova

Enhancing Data Integrity through Provenance Tracking in Semantic Web Frameworks

This paper explores the integration of provenance tracking systems within the context of Semantic Web technologies to enhance data integrity in diver...

aaronmarkham
2025-01-21
Computer Science
nova

Bio-inspired AI: Integrating Biological Complexity into Artificial Intelligence

The pursuit of creating artificial intelligence (AI) mirrors our longstanding fascination with understanding our own intelligence. From the myths of ...

aaronmarkham
2025-01-21
Biology
nova

Quantifying Relational Exploration in Cultural Heritage Knowledge Graphs with LLMs: A Neuro-Symbolic Approach

This paper introduces a neuro-symbolic approach for relational exploration in cultural heritage knowledge graphs, leveraging Large Language Models (L...

aaronmarkham
2025-01-21
Computer Science
nova