Information Terra projects document embeddings onto a globe with poles as narrative endpoints, latitude as progress along the geodesic, and longitude as thematic deviation, with density-based land features and a monotone narrative trail, demonstrated on a 540-article Cuban protests corpus.
Proceedings of the 12th Annual Conference on Computer Graphics and Interactive Techniques , pages =
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SafeMoE isolates unsafe knowledge in domain-specific LoRA experts and routes them via a lightweight gate trained on safe responses to produce safer and more informative LLM outputs with zero-shot generalization.
Continual pre-training on a German medical corpus lets 7B models close much of the performance gap with 24B general models on medical benchmarks, though merging introduces some language mixing and verbosity.
DoRA-RBAC experiments on LLaMA-3.1-8B and Mistral-7B across QA benchmarks show geometry-aware merging offers no advantage over Euclidean averaging, indicating adapter interference stems from nonlinear representation interactions rather than parameter-space geometry.
citing papers explorer
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Can Continual Pre-training Bridge the Performance Gap between General-purpose and Specialized Language Models in the Medical Domain?
Continual pre-training on a German medical corpus lets 7B models close much of the performance gap with 24B general models on medical benchmarks, though merging introduces some language mixing and verbosity.