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Shalaka Satheesh | Lattice

Shalaka Satheesh

Fraunhofer IAIS

Papers on Lattice

1

Total citations

0

Topics

3

Publication activitypapers/week, last 8 weeks

Research focus

Data Curation & Synthetic Data (1)Natural Language Processing (1)Open-Source Models & Weights (1)

Frequent co-authors

Niclas Doll (1)Jasper Schulze Buschhoff (1)Hammam Abdelwahab (1)Héctor Allende-Cid (1)

Papers (1)

Apr 21, 2026

1w ago

Can Continual Pre-training Bridge the Performance Gap between General-purpose and Specialized Language Models in the Medical Domain?

Domain-specific continual pre-training lets a 7B model punch *way* above its weight, beating a 24B generalist on medical tasks by 3.5x.

Niclas Doll, Jasper Schulze Buschhoff, Shalaka Satheesh +3

Data Curation & Synthetic Data Natural Language Processing Open-Source Models & Weights

Katrin Klug (1)